How to scrape Instagram User Profile Data
This tutorial shows how to use Instagram User Profile Data API to scrape and crawl structured Instagram data in real-time.
Retrieve Instagram profile data at scale with our user analytics API - access follower counts, bio details, post frequency and engagement rates for any public account.
Access Instagram Data in 3 Steps
Start crawling Instagram instagram user analytics data. Follow these steps to extract structured data in minutes.
Create Your Account
Head over to our registration page and sign up for a free account. No credit card required; you'll receive API credits instantly to start testing right away.
Verify Your Email Address
Check your inbox for a verification email from EnsembleData. Click the confirmation link to activate your account and unlock access to your API token and the full dashboard.
Make Your First API Call
Copy the code sample below, replace the token with your own API key, and run it. You'll receive structured Instagram data as JSON in seconds - ready to integrate into your app or workflow.
Code Sample
This is a sample Python code snippet to start collecting Instagram instagram user analytics data via our REST API.
Any programming language can be used.
Python | 1 | import requests |
| 2 | |
| 3 | root = "https://ensembledata.com/apis" |
| 4 | endpoint = "/instagram/user/basic-info" |
| 5 | params = { |
| 6 | "user_id": 18428658, |
| 7 | "token": "YOUR-TOKEN-HERE" |
| 8 | } |
| 9 | |
| 10 | res = requests.get(root+endpoint, params=params) |
| 11 | print(res.json()) |
| 12 |
Parameters
Fetch Instagram Data at Scale
Discover valuable Instagram user data to power your influencer campaigns and audience research.
Quick Integration
Connect in minutes using our REST endpoints or ready-made SDKs. One API call is all you need to crawl data.
Live Data Delivery
Retrieve fresh, up-to-the-minute data with every request. No cached or outdated datasets — always real-time accuracy.
Custom Solutions
Tailor API parameters, output formats, and delivery schedules to match your specific business intelligence requirements.
Scrape Instagram Features
- Scrape Instagram User Profile
- Instagram Profile Data Api Tutorial
- Extract Instagram Bio And Followers
- Instagram User Scraping Guide
- Instagram Profile Analytics Api
- Extract Instagram Follower Stats
- Instagram User Data Tool
- Instagram Influencer Profile Scraper
Frequently Asked Questions
Our Instagram instagram user analytics API lets you send simple REST requests to extract structured public data from Instagram in real time. You provide parameters such as keywords, usernames, or hashtags, and the API returns clean JSON responses ready for analysis, reporting, or integration into your applications.
Yes. EnsembleData only collects publicly available Instagram data and operates in full compliance with GDPR and applicable data privacy laws. We never access private accounts or restricted content, so your data collection workflows remain ethical and lawful.
The API supports extracting a broad range of public Instagram data, including user profiles, posts, videos, comments, likes, shares, hashtags, follower counts, engagement metrics, and trending content; all returned as structured JSON for easy processing.
Responses are returned in real time, typically within 2–4 seconds per request. Our infrastructure maintains 99.9%+ uptime with automatic failover, ensuring you always receive fresh, up-to-date Instagram data whenever you need it.
Yes. You can sign up for a free account, no credit card required, and receive API credits to test any endpoint immediately. This lets you validate data quality and integration before committing to a paid plan that scales with your usage.