Social Media Scraping API for Data Extraction at Scale
Real-time, robust and scalable APIs to scrape posts, profiles, comments, hashtags and analytics from social media.
Our Clients
Python (requests)
Python (our SDK)
Javascript
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const url = "https://ensembledata.com/apis/tt/user/info";
const
params = {
username: "mrbeast",
token: "YOUR-TOKEN-HERE"
};
const
queryString = new
URLSearchParams(params).toString();
await fetch(`${url}?${queryString}`)
.then(response => response.json())
.then(console.log)
.catch(console.error);
from ensembledata.api import
EDClient
client = EDClient("YOUR-TOKEN-HERE")
result = client.tiktok.hashtag_search(hashtag="magic")
posts = result.data["data"]
print("Posts", len(posts))
print("Units charged:", result.units_charged)
import requests
url = "https://ensembledata.com/apis/tt/user/info"
params = {
"username":
"mrbeast",
"token": "YOUR-TOKEN-HERE"
}
res = requests.get(url,
params=params)
print(res.json())
Built by developers for developers
Unified API for Social Media Scraping, Data Mining & Analytics
Extract trending videos, hashtags, and comments from TikTok. Track engagement and audience insights on Instagram. Fetch YouTube video metadata, influencer profiles, and campaign analytics.
Explore our API documentation for endpoints covering profile analytics, video data, hashtag discovery, and more.
Our Social Media Scraper Endpoints
Features
Why choose EnsembleData as your social media data provider?
Real-time & Bulk Data API
Crawl and extract public data from social media in real-time at scale. Access video metadata, profile analytics, hashtags, and engagements.
Robustness & Compliance
Scrape 24/7 public data directly from social media APIs with GDPR-compliant infrastructure. No downtimes, privacy-focused.
Scalability & Automation
Automate millions of requests daily across all major social platforms. Ideal for AI training, trend analysis, and business intelligence.
No Authentication Needed
No need for account credentials. Extract public data securely and compliantly.
Multi-Platform APIs & SDKs
Extract and scrape data via REST endpoints, SDKs, and integrations for Threads, Reddit, TikTok, X, Instagram, YouTube, and more.
Support at Enterprise level
Our team helps with integration, compliance, and custom data pipelines. Enterprise-grade support for agencies, brands, and researchers.
1 Social Data API, Many Use Cases
Powering businesses with social media data since 2020.
- Brand Performance Monitoring
- Competitor Intelligence Analysis
- Marketing Campaign Performance Insights
- Social Sentiment Analytics
- Consumer Behavior Insights
- Audience Demographic Analysis
- Cross-Platform Campaign Tracking
- Market Data Intelligence
- Hashtag Popularity & Trend Analysis
What is the EnsembleData API designed for?
Influencer Discovery & Analytics
Social Listening & Intelligence
Marketing Campaign Analytics
Media Intelligence & Research
Consulting & Compliance
Academic & Market Research
EnsembleData SDKs
Many companies use Python or JavaScript to integrate with our APIs. We've now got packages which do the grunt work for you and provide methods for calling each API endpoint.
EnsembleData Scraping Guide
We know it can be a pain integrating with a new API...
That's why we've put together a guide on using the EnsembleData API that takes you through each of the available endpoints step by step. In the guide you will find in-depth explanations of how each endpoint works, the parameters which can be used as well as code examples in various languages to help you get started.
Check it out, you'll be fetching data in no time!
Frequently Asked Questions
Our social media data API is designed for developers, hedge funds, marketers, researchers, agencies, and brands who need actionable insights from social media platforms. Use cases include market trend analysis, brand monitoring, influencer discovery, competitor analysis, academic research, and powering social media analytics tools. Our API supports integration into SaaS platforms, dashboards, and custom applications for data-driven decision making.
Our scraping APIs support Twitch, X (Twitter), Youtube, Reddit, TikTok, Instagram, Snapchat and Threads, providing robust and reliable access to public data across all of them.
You can fetch user profiles, posts, video metadata, comments, replies, engagement metrics (likes, views, shares), hashtags, keywords, and brand mentions. All data is returned as structured, real-time JSON, ideal for analytics, trend tracking, sentiment analysis, and building custom datasets for AI and machine learning.
It's real-time. When you call our API, we fetch the data live from the source platform at that moment, we don't serve you cached data. This matters a lot for use cases like trend monitoring, live event tracking, or capturing viral content. You're always seeing the latest public data available.
No. You never need to share account credentials or create throwaway social media accounts. EnsembleData only accesses publicly available data through our own infrastructure, so there's no risk of your accounts being banned or flagged. Just sign up for an API token and you're good to go.
With EnsembleData's scraping API, you can pull video metadata, captions, comments, likes, and trending hashtags at scale without worrying about rate limits or bans. Our infrastructure handles rotating proxies, retries, and session management, so you just call the endpoint and get clean, structured JSON back. You can run millions of requests per day and we handle the rest.
Yes, for most platforms and endpoint types you can paginate through historical data going back months or years. The depth of historical access varies by platform and endpoint, some platforms limit how far back you can go on certain data types. Check our docs for specifics per endpoint, or reach out to us and we can tell you exactly what's possible for your use case before you commit.
Getting started is easy
Sign up and try for free
Sign up on our platform (no credit card required) and immediately get your API token to start using the API for free!
Sign up
Need support? Get in touch!
If you do not understand how to use our APIs, have any questions regarding our service, or you just feel like talking, send us a message!
Contact Us