View all Scrapers
logo

Instagram Reel Scraper – Scrape Data from Instagram Reels

RealdataAPI / instagram-reel-scraper

The Instagram Reel Scraper from Real Data API enables businesses, marketers, and analysts to scrape data from Instagram Reels effortlessly. Extract real-time insights on likes, views, comments, captions, and trending audio to track content performance and audience engagement. With the Instagram Reels Scraper, users can analyze social media trends, optimize marketing strategies, and stay ahead in competitive markets. This tool also allows users to scrape Instagram hashtags, providing deeper insights into trending topics and influencer engagement. Supported in Australia, Canada, Germany, France, Singapore, USA, UK, UAE, and India, it delivers localized and global data for better decision-making. Whether for brand monitoring, competitor analysis, or content research, the Instagram Reel Scraper powered by Real Data API is essential for unlocking valuable social media insights.

Customize me! Report an issue Social Media

What is Instagram Reel Scraper, and How does it Work?

The Instagram Reel Scraper is a powerful tool designed to scrape data from Instagram Reels, helping businesses, marketers, and analysts gain valuable insights. It extracts key details such as likes, views, comments, captions, hashtags, and trending audio, allowing users to track engagement and content performance. The Instagram Reels Scraper works by scanning public reels, collecting structured data, and filtering out irrelevant information to provide accurate analytics. Additionally, it enables users to scrape Instagram hashtags, helping identify trending topics and influencer activity. By leveraging this data, businesses can optimize their marketing strategies, monitor competitors, and enhance content performance. Whether for brand research, audience analysis, or trend tracking, the Instagram Reel Scraper provides real-time social media insights to stay ahead in the competitive digital landscape.

Why extract data from Instagram Reel?

Extracting data from Instagram Reels is essential for businesses, marketers, and content creators to analyze trends, track engagement, and optimize social media strategies. Using an Instagram Reel Scraper, users can scrape data from Instagram Reels, including likes, views, comments, captions, and trending audio, to understand audience preferences and content performance. Additionally, the Instagram Reels Scraper allows users to scrape Instagram hashtags, helping identify viral trends and influencer activity. By leveraging this data, brands can enhance their marketing campaigns, improve content reach, and stay competitive in the ever-evolving digital landscape.

Is it legal to extract Instagram Reel data?

The legality of using an Instagram Reel Scraper to scrape data from Instagram Reels depends on various factors, including Instagram’s terms of service, data privacy laws, and the method used for data extraction. Instagram prohibits automated data scraping without permission, as stated in its terms of use. Unauthorized scraping may lead to account restrictions, bans, or legal action. However, if data is publicly available and extracted ethically—without violating Instagram’s robots.txt file or bypassing security measures—it may be legally acceptable in some jurisdictions. Some businesses use Instagram Reels Scraper tools for analytics under fair use policies, while others opt for Instagram’s official API for compliant data access. For legal and ethical data collection, users should follow privacy laws like GDPR and CCPA, obtain necessary permissions, and avoid personal or sensitive data extraction. Consulting a legal expert is recommended before scraping Instagram data.

How can I extract data from Instagram Reel?

Extracting data from Instagram Reels can be done using an Instagram Reel Scraper or other data extraction methods. Below are the step-by-step instructions to scrape data from Instagram Reels effectively:

Step-by-Step Guide to Extract Instagram Reels Data

1. Choose an Instagram Reel Scraper – Select a reliable Instagram Reels Scraper tool or service designed for data extraction.

2. Define Data Requirements – Identify the data you need, such as likes, views, comments, captions, engagement rates, and trending audio.

3. Set Up the Scraper – Configure the tool by entering target Instagram Reels URLs, hashtags, or user profiles.

4. Scrape Instagram Hashtags & Engagement Metrics – Extract hashtags, post insights, and audience interactions to track trends.

5. Filter & Clean Data – Remove duplicates and irrelevant data to improve accuracy.

6. Store & Analyze Data – Save the extracted data in CSV, JSON, or databases for further analysis.

7. Use Insights for Marketing & Research – Apply the data for trend analysis, competitor tracking, and audience engagement strategies.

Input Options

An Instagram Reel Scraper offers multiple input options to scrape data from Instagram Reels efficiently. Users can customize their data extraction based on different parameters to obtain specific insights.

Instagram Reel URL

  • Enter a direct link to an Instagram Reel to extract likes, views, comments, captions, and audio details.

Instagram Username or Profile

  • Provide an Instagram username to extract data from all reels posted by a specific account.
  • Useful for competitor analysis, influencer tracking, and audience engagement studies.

Hashtags

  • Scrape Instagram hashtags to monitor trending content, engagement levels, and viral reels.
  • Helps businesses optimize marketing strategies and brand visibility.

Keywords & Topics

  • Use specific keywords to find reels related to trending topics, products, or industries.

Location & Geotags

  • Extract reels based on location tags to analyze regional trends in Australia, Canada, Germany, France, Singapore, USA, UK, UAE, and India.

By leveraging these Instagram Reels Scraper input options, businesses and marketers can access valuable insights to improve content strategy and audience engagement.

Sample Result of Instagram Reel Data Scraper

Here's a Python script using Selenium and BeautifulSoup to scrape public Instagram Reels data such as likes, views, comments, and captions. Note that Instagram has strict anti-scraping policies, so use this responsibly and ensure compliance with their terms of service.

Requirements

1. Install dependencies:

pip install selenium beautifulsoup4 webdriver-manager

2. Download and set up ChromeDriver or use webdriver-manager for automation.

Python Code for Scraping Instagram Reels Data
from selenium import webdriver
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.common.by import By
from webdriver_manager.chrome import ChromeDriverManager
from bs4 import BeautifulSoup
import time

def scrape_instagram_reel(reel_url):
    # Set up Selenium WebDriver
    service = Service(ChromeDriverManager().install())
    driver = webdriver.Chrome(service=service)
    
    try:
        driver.get(reel_url)
        time.sleep(5)  # Wait for content to load

        # Extract page source
        soup = BeautifulSoup(driver.page_source, "html.parser")

        # Extract reel data
        caption = soup.find("meta", property="og:title")["content"]
        views = soup.find("meta", property="og:video:view_count")["content"]
        video_url = soup.find("meta", property="og:video")["content"]

        # Simulate comments and likes extraction (Instagram requires login for this)
        likes = "Requires Login"
        comments = "Requires Login"

        reel_data = {
            "Reel URL": reel_url,
            "Caption": caption,
            "Views": views,
            "Video URL": video_url,
            "Likes": likes,
            "Comments": comments
        }

        return reel_data

    except Exception as e:
        return {"Error": str(e)}

    finally:
        driver.quit()

# Sample usage
reel_url = "https://www.instagram.com/reel/EXAMPLE_REEL_ID/"
result = scrape_instagram_reel(reel_url)
print(result)
Sample Output:
{
    "Reel URL": "https://www.instagram.com/reel/EXAMPLE_REEL_ID/",
    "Caption": "Check out this trending dance challenge! 🔥",
    "Views": "1203456",
    "Video URL": "https://scontent.cdninstagram.com/v/t50.2886-16/1234567890_n.mp4",
    "Likes": "Requires Login",
    "Comments": "Requires Login"
}
Key Features of This Script:
  • Scrapes caption, views, and video URL from Instagram Reels.
  • Uses Selenium and BeautifulSoup for data extraction.
  • Can be expanded for hashtags and profile-based scraping.
  • Requires login for likes and comments (not included for compliance).
Note:
  • Instagram actively blocks scraping; using an API or manual research may be a better legal option.
  • For automated access, consider Instagram's official API.

Integrations with Instagram Reel Data Scraper

The Instagram Reel Scraper can be integrated with various platforms and tools to enhance social media analytics, marketing automation, and business intelligence. By leveraging integrations, businesses can scrape data from Instagram Reels and use the insights to optimize engagement, track trends, and improve content strategies.

Social Media Analytics Tools

Integrating the Instagram Reels Scraper with platforms like Google Data Studio, Tableau, or Power BI helps visualize data such as likes, views, comments, and engagement trends. These insights allow businesses to track social media performance effectively.

CRM & Marketing Automation

By connecting the Instagram Reel Scraper with HubSpot, Salesforce, or Zapier, businesses can automate influencer tracking, customer engagement analysis, and campaign optimization. Scrape Instagram hashtags to identify trending topics and enhance targeted marketing efforts.

AI & Machine Learning Models

The extracted data can be fed into AI-driven sentiment analysis models to analyze audience reactions and predict content performance. Brands use these insights to create viral reels and maximize engagement.

Cloud Storage & Databases

Store extracted data from Instagram Reels Scraper in Google Drive, AWS, or MySQL for large-scale analysis and long-term insights. Businesses can access historical Instagram Reels data to measure trends over time.

API & Custom Applications

Developers can integrate the scraper into custom applications using APIs to scrape Instagram hashtags, monitor competitors, and automate social media reporting.

With seamless integrations, the Instagram Reel Scraper becomes a powerful tool for social media growth, influencer marketing, and business intelligence.

Executing Instagram Reel Data Scraping with Real Data API Instagram Reel Scraper

The Instagram Reel Scraper powered by Real Data API enables businesses, marketers, and analysts to scrape data from Instagram Reels efficiently. This advanced scraping solution provides structured, real-time data to enhance social media analytics, influencer tracking, and content performance measurement.

How to Use the Real Data API Instagram Reel Scraper?
  • Set Up API Access – Register for the Real Data API and obtain authentication credentials to access the Instagram Reels Scraper.
  • Define Data Requirements – Choose the data to extract, such as likes, views, comments, captions, video URLs, and hashtags.
  • Send API Request – Use the API to scrape Instagram hashtags and retrieve structured data from targeted reels.
  • Extract & Filter Data – The Instagram Reel Scraper processes the request and returns clean, organized data in JSON or CSV format.
  • Analyze & Store Data – Save the extracted Instagram Reels data in databases, spreadsheets, or cloud storage for further analysis.
  • Use Insights for Growth – Apply the insights to optimize social media campaigns, competitor analysis, influencer research, and audience engagement strategies.
Key Benefits of Real Data API Instagram Reels Scraper
  • Automated Data Collection – Eliminates manual research, providing real-time updates.
  • Accurate Hashtag & Trend Analysis – Helps businesses track viral content and audience behavior.
  • Seamless Integration – Works with Google Sheets, Power BI, Tableau, AWS, and more.
  • Compliance & Efficiency – Adheres to data privacy regulations for ethical scraping.

By leveraging the Instagram Reel Scraper, businesses can gain valuable insights, improve content performance, and stay ahead in the competitive social media landscape.

You should have a Real Data API account to execute the program examples. Replace in the program using the token of your actor. Read about the live APIs with Real Data API docs for more explanation.

import { RealdataAPIClient } from 'RealDataAPI-client';

// Initialize the RealdataAPIClient with API token
const client = new RealdataAPIClient({
    token: '',
});

// Prepare actor input
const input = {
    "categoryOrProductUrls": [
        {
            "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
        }
    ],
    "maxItems": 100,
    "proxyConfiguration": {
        "useRealDataAPIProxy": true
    }
};

(async () => {
    // Run the actor and wait for it to finish
    const run = await client.actor("junglee/amazon-crawler").call(input);

    // Fetch and print actor results from the run's dataset (if any)
    console.log('Results from dataset');
    const { items } = await client.dataset(run.defaultDatasetId).listItems();
    items.forEach((item) => {
        console.dir(item);
    });
})();

from realdataapi_client import RealdataAPIClient

# Initialize the RealdataAPIClient with your API token
client = RealdataAPIClient("")

# Prepare the actor input
run_input = {
    "categoryOrProductUrls": [{ "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5" }],
    "maxItems": 100,
    "proxyConfiguration": { "useRealDataAPIProxy": True },
}

# Run the actor and wait for it to finish
run = client.actor("junglee/amazon-crawler").call(run_input=run_input)

# Fetch and print actor results from the run's dataset (if there are any)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# Set API token
API_TOKEN=<YOUR_API_TOKEN>

# Prepare actor input
cat > input.json <<'EOF'
{
  "categoryOrProductUrls": [
    {
      "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
    }
  ],
  "maxItems": 100,
  "proxyConfiguration": {
    "useRealDataAPIProxy": true
  }
}
EOF

# Run the actor
curl "https://api.realdataapi.com/v2/acts/junglee~amazon-crawler/runs?token=$API_TOKEN" \
  -X POST \
  -d @input.json \
  -H 'Content-Type: application/json'

Additional Resources

saas-btn.webp

Documentation

Learn more about Real Data API actors
saas-btn.webp

API reference

Consists of program examples

Place the Amazon product URLs

productUrls Required Array

Put one or more URLs of products from Amazon you wish to extract.

Max reviews

Max reviews Optional Integer

Put the maximum count of reviews to scrape. If you want to scrape all reviews, keep them blank.

Link selector

linkSelector Optional String

A CSS selector saying which links on the page (< a> elements with href attribute) shall be followed and added to the request queue. To filter the links added to the queue, use the Pseudo-URLs and/or Glob patterns setting. If Link selector is empty, the page links are ignored. For details, see Link selector in README.

Mention personal data

includeGdprSensitive Optional Array

Personal information like name, ID, or profile pic that GDPR of European countries and other worldwide regulations protect. You must not extract personal information without legal reason.

Reviews sort

sort Optional String

Choose the criteria to scrape reviews. Here, use the default HELPFUL of Amazon.

Options:

RECENT,HELPFUL

Proxy configuration

proxyConfiguration Required Object

You can fix proxy groups from certain countries. Amazon displays products to deliver to your location based on your proxy. No need to worry if you find globally shipped products sufficient.

Extended output function

extendedOutputFunction Optional String

Enter the function that receives the JQuery handle as the argument and reflects the customized scraped data. You'll get this merged data as a default result.

{
  "categoryOrProductUrls": [
    {
      "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
    }
  ],
  "maxItems": 100,
  "detailedInformation": false,
  "useCaptchaSolver": false,
  "proxyConfiguration": {
    "useRealDataAPIProxy": true
  }
}

Where next?

Build-new-tools

Build new tools

Are you a developer? Build your own actors and run them on RealdataAPI.
Get-a-custom-solution

Get a custom solution

Get a custom web scraping or RPA solution.
Real Data API stands out as one of the premier global companies specializing in web data Scraping and web extraction.
Get in Touch
+1 424 3777584 sales@realdataapi.com 3 E Evergreen Rd, Suite 101 PMB 719 New City , New York 10956 United States

Web Data

Live Crawler Scraping Browser API Anti Blocking Web Unlocker API Use Cases Web Scraping Enterprise Web Crawling Web Scraping API Services Mobile App Scraping Services

By APIs

Ecommerce Scraping API Food Scraping API Grocery Scraping API Travel Scraping API Real Estate Scraping API Social Media Scraping API OTT Scraping API Liquor Scraping API Recruitment Scraping API Healthcare Scraping API

Scraper

Amazon Product Scraper AliExpress Scraper Google Shopping Scraper Zomato Scraper Swiggy Scraper E-Commerce Scraper Blinkit Scraper Flipkart Scraper Twitter Scraper eBay Scraper Zepto Scraper Airbnb Scraper Booking Scraper Tiktok Scraper Reddit Scraper

Use Cases

Price Comparison Market Research Robotic Process Automation (RPA) Product Development Lead Generation Machine Learning

Datasets

E-Commerce Datasets Food Datasets Travel Datasets Real Estate Datasets Grocery Datasets Liquor Datasets

Store Location

Alcohol & Liquor Store Automotive Food Chain Grocery Hotels Restaurant Pharmacies
clutch
clutch
clutch
clutch
clutch
company widget

About Us

Contact us
© 2025 RealdataAPI. All rights reserved.

Disclaimer : Real Data API only extracts publicly available data while maintaining a strict policy against collecting any personal or identity-related information.

INQUIRE NOW