Twitter Profile Scraper

A Twitter Profile Scraper lets you extract detailed data from public Twitter/X accounts, including bios, followers, media, and posts—all in structured, ready-to-use formats. Ideal for researchers, marketers, and developers, it simplifies social listening, competitor analysis, and audience tracking. Whether you're using Apify, Python, or GitHub tools, this scraper offers speed, accuracy, and scalability.

🌟 What does Twitter Profile Scraper do?

A Twitter Profile Scraper (also called X Twitter Scraper or Apify Twitter Profile Scraper) is a powerful automation tool that extracts structured data from public Twitter/X profiles. It gathers valuable information such as username, bio, followers, following, media, posts, timestamps, engagement metrics, profile images, and more. 🐦✨

Using a Twitter profile scrape solution helps businesses, researchers, and marketers turn scattered profile information into actionable insights. Whether you're building a dataset, conducting competitor analysis, enhancing lead generation, or tracking influencers, a Twitter Profile Scraper gives you fast, scalable access to public data—without relying on expensive APIs.

Because SEO is essential for discoverability, this scraper is optimized for users searching tools like twitter profile scraper GitHub, twitter scraper python, free twitter profile scraper, or twitter account scraper GitHub.

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📦 What Twitter Profile Scraper Can Extract?

Below is everything you can extract using a modern Twitter/X profile scraper — including image, media, and post data.

📊 Extractable Data Types

Data Type	Description
Profile Name	Full display name of the user
Username (@handle)	Unique screen name
Bio / Biography	Profile description
Followers Count	Total number of followers
Following Count	Accounts the user follows
Profile URL	Direct URL to the profile
Profile Image	Extracted by a Twitter profile image scraper
Profile Banner / Media	Scraped by Twitter profile media scraper
Location	User-defined location
Join Date	When the account was created
Is Verified	Verification status
Tweets / Posts	Full text + metadata
Engagement Stats	Likes, replies, quotes, reposts
Hashtags & Mentions	Extracted from posts
Media (images/videos)	Included in posts
External Links	URLs inside the profile or tweets

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⚙️ Key Features of Twitter Profile Scraper

A great Twitter Profile Scraper combines speed, accuracy, and flexibility. Here are the best-in-class features you’ll enjoy:

⭐ Highlights

• 🔍 Full Profile Extraction — Retrieve everything from followers to bios, links, join date, and metadata.

• 🧵 Tweet/Post Extraction — Pull posts with engagement metrics, timestamps, and media attachments.

• 📸 Built-in Media Scraping — Works as a Twitter profile media scraper and Twitter profile image scraper.

• 🔄 Auto Retry & Error Handling — Ensures smoother runs with fewer interruptions.

• 🏃 Fast & Optimized Performance — Many scrapers run 20–26× faster than traditional tools.

• 🔧 Custom Output Mapping — Shape the final JSON/CVS data for seamless API integration.

• 🎯 Supports Bulk Profile Scraping — Add unlimited profile URLs for batch extraction.

• 🔐 Proxy Support — Essential for reducing blocks and staying compliant.

• 🧩 Developer Friendly — Easy to adapt with twitter profile scraper python, Twitter scraper Chrome extension, or GitHub integrations.

• 🔥 Resumable Runs — Pick up scraping from the last successful checkpoint.

⏱ Word count: ~195 words ✔

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🛠️ How to Use Twitter Profile Scraper

Follow this simple step-by-step guide to run your scraper on Apify or any compatible platform:

📘 Step-by-Step Guide

1. Log in to Apify (or create a free account)
   Start by signing in—Apify even offers free credits.

2. Select the Actor
   Search for “Twitter Profile Scraper” or “Apify Twitter Profile Scraper” in the store.

Enter Input Data
Paste your profile URLs into the startUrls or profileUrls field.
Example:

https://x.com/elonmusk

https://twitter.com/apify

4. Choose Options

• Add timestamps

• Enable media extraction

• Limit number of posts

• Add user info only

• Customize data mapping

6. Run the Actor
   The scraper begins immediately, fetching profile details and tweets.

7. Download Results
   Export in JSON, CSV, or Excel for further analysis or integration.

This workflow supports integrations built with twitter scraper Python, GitHub, or automation workflows using API endpoints.

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🎯 Use Cases

A Twitter Profile Scraper unlocks powerful real-world applications:

🌍 Who Uses It?

• 📈 Marketers — Analyze influencers, track competitors, and extract post-performance metrics.

• 🧪 Researchers — Study behavioral patterns, conversations, and political or social trends.

• 🧲 Lead Generators — Build high-value lists based on follower count, bios, and keywords.

• 📰 News & Journalists — Monitor public figures in real-time.

• 🤖 Developers — Create AI datasets using Python-based scrapers (e.g., twitter scraper python).

• 💼 Businesses — Track brand mentions and customer sentiment.

💡 Example Applications

• Track growth of verified profiles

• Extract competitor audience demographics

• Build datasets for sentiment analysis

• Scrape posts for machine learning training

• Monitor hashtags and post frequency

• Analyze content strategies of influencers

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💙 Why Choose Us?

Choosing our Twitter Profile Scraper gives you guaranteed reliability, speed, and precision.

🌟 Why We're Better

• ⚡ High-Speed Scraping — Optimized to run significantly faster than most GitHub or browser-based tools.

• 🔍 Superior Accuracy — Clean, structured output ready for analysis without extra cleaning.

• 🛡️ Safe & Compliant — Built with respect to platform guidelines and ethical scraping principles.

• 🤝 Premium Support — Get help anytime—ideal for businesses and enterprise-level research.

• 🧩 Easy Integrations — Works seamlessly with APIs, CRMs, Python scripts, and automation tools.

• 🔧 Developer Friendly — Use with twitter profile scraper GitHub, twitter account scraper GitHub, and more.

• 💰 Cost Efficient — Scrapes more data at lower compute unit usage.

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📈 How Many Results Can You Scrape with Twitter Profile Scraper?

One of the biggest advantages of using a professional-grade Twitter Profile Scraper is scalability. Whether you need to scrape one profile or 100,000 profiles, the scraper handles it with ease.

🚀 Performance & Scalability

• Extract 100+ tweets in under 20–30 seconds, depending on rate limits.

• Scrape profile metadata instantly, including media, banner, and image assets.

• Run bulk operations using profile lists, CSV imports, or API batching.

• Built-in proxy rotation reduces temporary blocks and ensures smoother operations.

• Many implementations consume only 0.02–0.03 compute units per 100 tweets, making it extremely cost-effective.

This makes it ideal for teams needing:

• Large-scale analysis

• Influencer data pipelines

• AI training datasets

• Mass competitor monitoring

• Journalistic research at scale

Whether using an X scraper Apify, twitter scraper python, or twitter profile scraper app, scaling remains effortless and efficient.

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⚖️ Is it Legal to Scrape Twitter?

Scraping public data from Twitter/X is generally legal as long as you comply with the platform’s Terms of Service, avoid private data, and respect robot/security restrictions.

📚 Important Notes

• ✔ You may collect publicly available information only

• ✔ Use scraping ethically and for legitimate purposes

• ❌ Do NOT scrape private profiles, login-only data, or bypass security

• ✔ Follow Twitter scraping policy for compliance

• ✔ Avoid excessive scraping that may trigger rate limiting

Scraping itself is not illegal—misusing scraped data can be, depending on jurisdiction. Always ensure your use case aligns with data protection laws and Twitter guidelines.

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🔧 Input Parameters

🧩 JSON Example

{
  "startUrls": [
    "https://x.com/elonmusk",
    "elonmusk",
    "44196397",
    "tesla"
  ],
  "maxTweets": 100,
  "sortOrder": "chronological",
  "addUserInfo": true,
  "onlyUserInfo": false,
  "addNotFoundUsersToOutput": false,
  "addSuspendedUsersToOutput": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

📤 Output Format

🧩 JSON Example

{
  "user": {
    "screen_name": "elonmusk",
    "name": "Elon Musk",
    "description": "Mars & Cars, Chips & Dips",
    "followers_count": 229033543,
    "friends_count": 1226,
    "statuses_count": 89153,
    "favourites_count": 182734,
    "listed_count": 165176,
    "created_at": "Tue Jun 02 20:12:29 +0000 2009",
    "verified": true,
    "profile_image_url": "https://pbs.twimg.com/profile_images/...",
    "profile_banner_url": "https://pbs.twimg.com/profile_banners/...",
    "default_profile": false,
    "default_profile_image": false,
    "entities": {
      "description": {
        "urls": []
      }
    }
  },
  "id_str": "1519480761749016577",
  "full_text": "Next I'm buying Coca-Cola to put the cocaine back in",
  "created_at": "Thu Apr 28 00:56:58 +0000 2022",
  "favorite_count": 4289223,
  "retweet_count": 594435,
  "reply_count": 170050,
  "quote_count": 167104,
  "bookmark_count": 21112,
  "conversation_id_str": "1519480761749016577",
  "user_id_str": "44196397",
  "lang": "en",
  "is_quote_status": false,
  "favorited": false,
  "retweeted": false,
  "bookmarked": false,
  "display_text_range": [0, 52],
  "entities": {
    "hashtags": [],
    "symbols": [],
    "user_mentions": [],
    "urls": [],
    "timestamps": []
  },
  "extended_entities": null
}

❓ FAQ (SEO-Optimized)

1️⃣ What is a Twitter Profile Scraper?

A tool that extracts public data from Twitter/X profiles, including tweets, media, followers, and bios.

2️⃣ Is Twitter scraping legal?

Scraping public data is legal if you comply with Twitter’s ToS and data laws.

3️⃣ Can I use a free Twitter scraper?

Yes—you can find free Twitter profile scraper options, but they often have limits.

4️⃣ Is there a Twitter Profile Scraper GitHub project?

Yes, many open-source tools exist, but enterprise users prefer Apify for reliability.

5️⃣ Does this work with Python?

Absolutely—use it with twitter scraper python scripts or API calls.

6️⃣ Can I scrape followers?

Yes, but within rate limits and only for public accounts.

7️⃣ Does Twitter allow scraping?

Twitter allows accessing public data as long as you respect policies and avoid circumvention.

8️⃣ Can this extract profile images and media?

Yes! It works as both a twitter profile image scraper and media scraper.

🎉 Conclusion

A powerful Twitter Profile Scraper helps you collect comprehensive Twitter/X data quickly, safely, and at scale. From influencer tracking to research insights, it delivers clean, reliable outputs for any workflow. Whether you're using Apify, Python, or GitHub-based scrapers, this tool simplifies data extraction while staying compliant and efficient—perfect for businesses, analysts, and developers alike.