March 30, 2026

How to Use the Instagram API with Python?

Learn how to integrate the Instagram API python to fetch data, automate tasks, and analyze Instagram performance. The guide covers setup, API usage, and real-world applications using the Instagram API.

use instagram api with python

How to Use the Instagram API with Python?

The frequent increase in demand for social media analytics and automation has made APIs vital tools for both businesses and developers. Especially, the Instagram API has become a popular integration for developers. It allows experts to access relevant data, automate their existing workflows, and develop many powerful applications.  

Hence, our blog post will explore the method, providing a step-by-step guide to using and integrating the Instagram API in Python. Simultaneously, we will highlight the real-world use case and a few frequently asked questions. However, before we delve deep into the topic, we must have a basic overview of the Instagram API.

Overview of the Instagram API

The Instagram API, i.e., the Application Programming Interface, refers to the set of protocols and tools powered by Meta, the parent company of Instagram. It helps developers build third-party applications that can programmatically interact with the Instagram platform. Accordingly, content creators and businesses manage their Instagram presence, interactions, and content outside their main applications.

Types of Instagram API

Instagram APIs are of different types as follows-

Instagram Basic Display API

The Instagram Basic Display API lets developers integrate their Instagram content into diverse applications to provide access to media and user profiles. In simple terms, this Instagram API allows developers to access basic profile details and retrieve user media.

Instagram Basic Display API End: What It Means for You and How to Adapt •  Spotlight
Instagram Basic Display API

Here, the basic information includes details about the connected user accounts, such as user IDs, usernames, media counts, and account types. In contrast, user media comprises the users’ albums, photos, and videos, along with the media URL, caption, and permalink.

Instagram Graph API

The Instagram Graph API consists of a set of tools powered by Meta that help developers manage their presence on Instagram Creator and Business accounts via third-party applications.

Instagram Graph API
Instagram Graph API

Graph API is the advanced method for professionals to interact programmatically with the existing Instagram platform by replacing old and deprecated APIs. The main role of this Instagram API developer is to manage the Instagram presence using third-party apps seamlessly. Prime features are insights analysis, comment replies, and hashtag searches.

Instagram API for Reels

The Instagram Reels API is the latest and most demanding API in the Meta Developer community. It improves the Graph API's existing capabilities, enabling businesses and influencers to extract valuable insights and communicate with followers.

Instagram Reels API: How to Post Videos to Reels Using a Social Media API
Instagram Reels API

Besides, Developers may use the Instagram Reels API to publish their content, track highly engaging metrics, search hashtags, and identify business mentions. As an innovative Instagram API, it helps developers to schedule their Reels and get the social engagement statistics on Reels and videos. One can also publish reels on diverse Instagram Business accounts.

Step-by-Step Guide to Use Instagram API with Python

Instagram API Python: Must-Know Endpoints for Fast SaaS Integration -  Unipile
Instagram API with Python

Developers should follow the steps below to use the Instagram API with Python-

Create Your Facebook Developer App

To start with the Instagram API Python, you must create a valid Facebook Developer App. For this, visit the Facebook Developer official site and create an application there. Simultaneously, add any Instagram Graph API product and link the Instagram Business account.

Get an Access Token for Authentication

In the second step, you must obtain an access token for the API request authentication. For this, use the Instagram Graph API explorer and generate short-lived tokens. Later, exchange the short-lived token with the long-lived one.

Install Python Libraries

Now install the required Python libraries to complete the remaining steps for using the Instagram API in Python.

Use Python Library for Python API Request

Once you install the Python library, select the Python script to fetch the necessary Instagram profile data. By doing so, you will get your Instagram username and user ID.

Use the Instagram API to Fetch the Media Posts

Here, you should use the Instagram API to fetch the media posts you want, such as images, reels, photos, and videos.

Extract Insights for Creators/Businesses

Use the Instagram Graphic API to extract your social media analytics as audience reach, user engagement levels, number of impressions, and other relevant insights for your business or as an individual content creator.

Real World Scenario of Using the Instagram API with Python

Suppose ABC digital marketing company manages multiple Instagram business accounts on behalf of its client in Atlanta. As we know, Instagram is a popular social media platform with many users sharing their reels, posts, and updates almost daily. In this situation, tracking the performance of each business account manually is both time-consuming and tedious. Here comes the role of the innovative Instagram API Python.

How the Instagram API with Python may Help ABC Company?

Developers and social media marketers of the ABC Company will use the Instagram API with a Python script to create an automated dashboard and thereby collect the following details-

  1. User engagement in each Instagram post, reel, and video
  2. Calculate the number of genuine instagram followers and track their growth
  3. Number of impressions and user reach
  4. Store the obtained data and valuable insights in a secure database
  5. Identify the best-performing reels/posts, check the engagement trends, and track the weekly performance reports

Follow-up Strategy

Based on the data obtained by the ABC digital marketing company by using the Instagram API with Python, companies will adjust their content strategy, launch their upcoming campaigns smartly, or change their Instagram influencers.

Common Use Cases

Other than the example given here, the Instagram API with Python has the following real-world applications:

  1. Scheduling of Instagram posts/reels and managing the users’ comments
  2. Track audience behavior and their engagement
  3. Display of certain Instagram feeds on diverse websites
  4. Serves as a competitor analysis and auto-responders

Conclusion

Therefore, the Instagram API with Python enables developers to leverage Python for analytics, automation, and long-term business growth. Whether you want to manage multiple Instagram business accounts, create a dashboard, or analyze user engagement, choose Python to easily integrate with the Instagram API and scale your solutions.

FAQs:

1. What is the primary function of the Instagram API with Python?

The Instagram API with Python interacts programmatically with Instagram data to fetch diverse posts/reels, analyze customer engagement, and automate marketing workflows.

2. What is needed to use the Instagram API?

Developers who plan to use the Instagram API should ensure compliance with the platform's usage limits and policies.

3. Is the Instagram API available for personal accounts as well?

Yes, one can use the Instagram API for personal accounts as well. For this, users should choose the Basic Display API to avail of a few limited features. However, you must get a creator or a business account to enjoy the advanced features.

4. Can I use the Instagram API Python to automate the posts?

Yes, you can use the Instagram API Python to automate your posts only if you have an Instagram business account or a creator account.

5.Do I need any permission to automate Instagram posts?

Yes, you need permission from the Meta platform to automate your Instagram posts by using the Instagram API Python.

Shubham Tiwari
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