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Unofficial Instagram Data Scraping API

Unofficial Instagram data scraping tools for collecting structured Instagram data from your own web traffic after using Instagram normally. API endpoints were found while using Stevesie's HAR File Web Scraper and are not intended for reaccess. Stevesie has no affiliation with Instagram.


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Collecting Instagram Data

In an ideal world, Instagram would offer a data API we could responsibly use to collect public data about users, hashtags, locations & more. This would help countless social media marketers, academic researchers & businesses looking to collect public data about Instagram users & businesses. But unfortunately, Instagram does not offer this type of data API… officially at least.

While Instagram offers a Graph API for businesses to manage engagement and a Basic Display API to display your own information from Instagram, neither allows you to programmatically collect public data from Instagram that you could otherwise manually access.

Unofficial Instagram API

Since Instagram is primarily a mobile application, they maintain an unofficial API that the mobile app & desktop website use to communicate to and from Instagram’s servers. Therefore, through the use of open source software & traffic interception, we’re able to document how this unofficial API works and how one could intercept it for data collecting as an alternative to “screen scraping” or even hiring someone to copy & paste data from Instagram all day long.

Emails, Phone Numbers & Locations

Instagram allows business accounts to publicly share their emails, phone numbers, business categories & locations on Instagram, meaning that by using the unofficial Instagram API, anyone could collect this public data. And since anyone can convert their personal Instagram account into a business account, there are also a lot of individual users who simply convert to a “business” account and share this information publicly in addition to actual businesses. You can learn more about Instagram Email Scraping.

Targeting Strategies

In order to collect emails & contact information from users, you need to first build a list of Instagram user IDs. If you already have a list of usernames (but not IDs), you can import the Instagram User Basic Info Formula to see how one could convert the list of usernames into user IDs. Otherwise, you could target users based on one of the following approaches if you’re starting from scratch.

Followers of Popular Accounts

If you have a lot of Instagram followers (or want to target the followers of rival accounts ๐Ÿ˜ผ) you could collect the followers of any public Instagram account. To see how to do this, simply import the Instagram Followers Email & Details Formula and enter your list of target accounts.

Because only engaged accounts tend to share their emails publicly, if you collect the followers of an account with a lot of fake followers, you’ll get a very low percentage of users who share their email address. You may be better off collecting by hashtag or prepare to collect a lot of followers to get email addresses.

Hashtag Post Authors

Depending on who you’re trying to target, you may have a particular hashtag in mind that your target customer is using and you’d like to target anyone who posted with this hashtag. Fortunately, Instagram lets you search posts by hashtag, so you could easily collect all the recent posts using your target hashtag and then get the contact information for all post authors. Import the Instagram Hashtag Post Author Emails Formula to get started.

Note that you’ll only see public emails from a certain percentage of users. If you search for a hashtag that a lot of businesses use (who are more likely to share their email publicly), then you’ll get a lot more emails than if you search for a more unknown hashtag.

Location Post Authors

If you primarily care about finding users in a particular location, then you can search for Instagram users who geo tag posts in a popular location you care about. You can import the Instagram Location Posts Formula to find all the recent posts for a list of locations you’re interested in, and then target those users to get their email addresses.

User Posts

If you want to perform detailed analysis on a particular Instagram user (or set of users, including yourself), you’ll want to get all of their posts so you can analyze the captions, hashtags, likers & comments for each post. To do this, just import the Instagram Public User Posts Formula and enter the Instagram user IDs you want to collect posts for.

Likes & Comments

Sometimes you need to collect a particular post’s likers, comments & replies, paginating through thousands of likers & comments for very popular posts. Fortunately, this is easy to do as long as the post you’re collecting is public. You first need to generate a list of posts and get their shortcodes (you can get the shortcode from the public URL of the post). Once you have a target list of posts, you can follow these steps to get likers, comments & replies for all the posts in bulk.

Post Likers

To get the list of likers for a specific post (or list of posts), just import the Instagram Post Likers Formula and enter the posts you need to get the likers for to see how one could access this data.

Comments & Replies

To get the comments & replies for a particular Instagram post (or list of posts), just import the Instagram Post Comments Formula and enter the post shortcodes to get started.


If you’re interested in getting data about stories for a particular Instagram account you have access to (or your own account), you can see Scraping Instagram Stories for more information. If you run this on your own account, you’ll also get back basic information on who viewed your story.

In addition to accessing basic information for each story item, you can also get back structured data including hashtags, locations, mentions & even advertisement URLs you would otherwise see in the Instagram app.

Open Source Software

If you need additional functionality or want to learn more about the underlying unofficial Instagram API, please see these open source libraries from where most of these endpoints were uncovered from.

Be warned: Some open source libraries may no longer work in 2020 after Instagram began cracking down on spam bots (a separate issue from scraping), so be sure to check the issues for each repository and make sure the library is still operational.

DON’T SPAM Spamming makes the world a worse place for everyone. Do not send emails or DMs to people that are unsolicited - you will get blocked and banned easily. Instead, try to use the data you’re collecting to better understand your target audience, what they’re interested in, and how you can position yourself above your competition to serve the greater good.

MARKETER MAGIC If you’re reading this, you’re probably into marketing ;) Check out Marketer Magic for marketing resources & live training (affiliate link).

Posted by steve on April 21, 2021, 6:32 a.m. ๐Ÿšฉ  Report
โš–๏ธ Disclaimer: These endpoints are not part of an official API endorsed by instagram.com and were found while using instagram.com's official website and/or mobile app. They are documented here for informational purposes, such as to cross reference with HAR Files after using instagram.com's official website and/or mobile app in accordance with instagram.com's Terms of Service. Stevesie has no affiliation with instagram.com.

If you access any of these endpoints with Stevesie or any other tool outside of an official instagram.com client, you must check instagram.com's Terms of Service to ensure said access is not prohibited. If you are not sure whether or not your use of Stevesie or any other tool in a specific instance violates instagram.com's Terms of Service or applicable law, you should consult with competent legal counsel before proceeding. Learn more here: Is Data Scraping Legal? or try with Bright Data (affiliate link).

โšก๏ธ Endpoints

๐Ÿ‘ฅ  Contributors: steve
User ID Session ID
User ID Pagination Cursor Session ID Limit
Hashtag Session ID Pagination Cursor Limit
Username Session ID
User ID Session ID Max ID
Location ID Pagination Cursor Session ID Limit
User ID Session ID
User ID Session ID Max ID
Shortcode Session ID
Username Session ID Max ID
User ID Session ID
Username Password Timestamp
Shortcode Session ID Pagination Cursor Limit
Post ID Session ID Pagination Max ID Pagination Min ID
Session ID
Shortcode Pagination Cursor Limit
Query Session ID
Comment ID Pagination Cursor
Highlight ID Session ID
User ID Pagination Cursor Limit
Query Session ID
User ID Session ID Max ID
Post ID Session ID
Query Session ID
Latitude Longitude Session ID
Session ID
Session ID
Session ID
Hashtag Session ID
Location ID Session ID
Query Session ID Rank Token
Session ID

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