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How to scrape a all of a persons tweets

How to scrape a all of a persons tweets

. 7 min read

If you’ve ever tried to analyze, archive, or study someone’s Twitter/X activity, you’ve probably asked the same question many others do:

How can I scrape all of a person’s tweets?

This is a high-intent query. People searching for it are usually trying to:

  • download tweets for research or analysis
  • monitor competitors or influencers
  • archive content for compliance or legal reasons
  • study posting behavior or messaging trends
  • migrate or clean historical content

But scraping tweets is not as simple—or as safe—as many tutorials make it sound. In fact, most “scraping” methods can put your account, IP address, or data quality at serious risk.

This guide explains:

  • what “scraping tweets” really means
  • why most scraping methods fail in 2026
  • how to safely export all tweets from any public account
  • and why official tools like Circleboom are the smarter alternative

If you are a creator on X and want to know about the latest developments regarding the algorithm changes, engagement strategies, payout boosts, etc., you can join Circleboom's X Creator Growth Lab Community and enjoy a free space to learn from and contribute to!

X Creator Growth Lab

What Does “Scraping Tweets” Actually Mean?

When people say scrape tweets, they usually mean:

Extracting tweets from a public X account into a usable format (CSV, Excel, database).

That typically includes:

  • tweet text
  • timestamps
  • likes, replies, reposts
  • media links
  • hashtags and mentions

Important distinction:

  • Scraping ≠ Exporting via API
  • Scraping often means bypassing official access
  • Exporting uses approved, rate-limited data endpoints

That difference matters a lot.


Why Most Tweet Scraping Methods Are Risky

1. Browser Scraping Breaks Easily

Many guides recommend:

  • scrolling endlessly
  • copying page source
  • running JavaScript scrapers

Problems:

  • X loads tweets dynamically
  • older tweets stop rendering
  • rate limits kick in quickly
  • data becomes incomplete or duplicated

Most browser scrapers fail beyond 2–3 months of tweets.


2. Unofficial APIs Violate Platform Rules

A large number of “tweet scraper tools” rely on:

  • reverse-engineered APIs
  • shared tokens
  • unauthorized endpoints

These tools often:

  • stop working suddenly
  • return partial or corrupted data
  • expose users to account locks

In 2026, X actively monitors and restricts this behavior.


3. Scraping Large Accounts Is Almost Impossible Manually

For accounts with:

  • 10,000+ tweets
  • multi-year posting histories
  • replies, threads, media

Manual scraping becomes:

  • slow
  • unreliable
  • error-prone

Even paid scraping scripts struggle with historical depth.


The Safe Alternative: Exporting Tweets via Official APIs

Instead of “scraping,” the correct approach is:

Export tweets using an official, rate-aware platform that works within X’s API rules.

This is where Circleboom comes in.

Official X Enterpise Developer

How Circleboom Exports All Tweets from Any Public Account

Circleboom provides a Tweet Export feature designed specifically for this use case.

Rather than scraping pages, it:

  • accesses tweets through approved API endpoints
  • respects platform rate limits
  • retrieves structured, clean data
  • works for large and old accounts

What You Can Export

Using Circleboom, you can export:

  • all tweets from a public account
  • tweets from a specific date range
  • tweets containing keywords or hashtags
  • replies, quote tweets, or media tweets
  • engagement metrics per tweet

Data is delivered in CSV or Excel format, ready for analysis.

Keep in mind that the API provides a more accurate real-time data stream than the X interface itself. While the platform UI may experience lag, the API captures and reflects new developments instantaneously.

Circleboom has the official Enterprise API, we don't scrape data from X!

Official X Enterprise Customer
Official X Enterprise Customer

Step-by-Step: How to Export All Tweets from a Person Using Circleboom

The process is surprisingly simple.

Step #1: Enter the Username

On the Circleboom export page, type in the Twitter/X username of the account you want to export tweets from (without the “@” symbol) and click on the blue “Search” button.

Circleboom export page with a field to enter Twitter username and a search button.
Scrape Tweets and Export Twitter Data

Step #2: Confirm the Tweet Count

Circleboom will display the total number of tweets available for export from the selected account. Review this information, then click the “Next” button to proceed with the export process.

Circleboom confirmation screen showing the total number of tweets available for export.

Step #3: Enter Your Email Address

Enter the email address where you’d like to receive the exported tweet file. Circleboom also recommends creating an account for easy access to your export file at any time. After entering your email, click the “Next” button to continue.

Circleboom screen to input an email address for receiving the exported tweet file.
Enter email address

Step #4: After entering your email address, Circleboom sends the exported tweets in a CSV format directly to your inbox.

This CSV file includes essential details like Post ID, username, tweet text, engagement metrics (likes, retweets, replies), language, and timestamps, making it easy to review, analyze, or archive the tweets.

Screenshot of a CSV file showing exported tweets with details such as Post ID, Username, CreatedAt, engagement metrics, and tweet text.

That's it!

Now I will show you a project that I used Circleboom's Tweet Scraper tool.

You know Dan Koe, he is a famous social media user whose tweets get millions of impressions. His articles are shared and bookmarked millions of times.

I love his tweets and decided to create a Gemini Gem to auto-generate tweets like Dan Koe.

To accomplish it, I need Dan Koe's tweets. I will get them, give them to the Gemini, and make it analyze and learn the style and tone of his writing.

Dan Koe
Dan Koe

His tweets are being scanned and prepared to download.

Profile fetching
Profile fetching

You need to pay $19.99 to scrape his tweets.

Scrape tweets
Scrape tweets

Now, you need to enter the email address that you want to receive the tweet file.

email address
email address

Tweets are ready. I exported Dan Koe's tweets.

100%
100%

Here you can download Dan Koe's tweets for free:

Then I go to Gemini.

Click "Gems".

Open "Gem Manager" and click on "New Gem"

Gem Manager - Gemini
Gem Manager - Gemini

I will create a gem there to write tweets like Dan Koe.

I gave the name of "Dan Koe Style X Poster" to my gem.

Dan Koe Style X Poster
Dan Koe Style X Poster

I gave the instructions.

Here are the basic instructions, prompt that I used to generate my gem built by Dan Koe's tweets, exported through Circleboom.

"Do you know Dan Koe? He is a famous X user whose tweets get millions of impressions and engagement. Now, I will upload a CSV with Dan Koe's 3200 tweets. In the file, there is a column named "text". Under it, you will find his tweets. I want you to analyze his tweets and learn his tweet style. So, when I ask you a question, or I paste a text or a tweet, you will turn it into a tweet in Dan Koe style. Be sure that your character limit is 280."

I uploaded Dan Koe's tweets.

Uploaded Dan Koe's tweets
Uploaded Dan Koe's tweets

And it is ready. It turns any text into a Dan Koe tweet.

Dan Koe Style X Poster
Dan Koe Style X Poster

My Dan Koe style tweet is ready:

Dan Koe style tweet
Dan Koe style tweet

You can now tweet it like yours!

This is possible with Circleboom and its Export Tweets feature. Otherwise, I need to scrape all his tweets manually!


Why This Matters for Researchers, Marketers, and Brands

Competitive Analysis

Study:

  • posting frequency
  • engagement patterns
  • messaging evolution

Without risking bans or broken datasets.


Content Audits

Identify:

  • best-performing tweets
  • low-engagement content
  • outdated messaging

Useful for strategy resets and rebrands.


Some industries require:

  • communication records
  • historical archives

Manual scraping is not defensible. Official exports are.


Data Science & AI Training

Clean tweet datasets are essential for:

  • NLP analysis
  • sentiment modeling
  • trend detection

Garbage data leads to garbage insights.


Why “Scraping” Is the Wrong Word in 2026

The term scraping comes from an era when platforms had no structured access.

Today:

  • scraping implies risk
  • exporting implies compliance

Professional workflows no longer scrape, they extract responsibly.

Circleboom is built around that philosophy.


FAQs: Scraping Tweets Safely

It depends. Scraping via unofficial methods can violate platform terms. Exporting public data via approved tools is safer and more compliant.

Can I scrape tweets without coding?

Manual scraping works only for small datasets and is unreliable. Tools like Circleboom eliminate the need for code entirely.

Can I scrape all tweets from a large account?

Yes — if you use an official, rate-aware exporter. Most scrapers fail on large histories.

Does Circleboom work for any account?

It works for all public X accounts. Private accounts cannot be accessed.

Will exporting tweets affect my own account?

No. Circleboom operates safely within platform limits and does not endanger your account.


Final Takeaway

If you’re searching for “how to scrape all of a person’s tweets”, what you actually want is:

  • complete data
  • zero risk
  • clean exports
  • repeatable results

Scraping hacks promise speed but deliver instability.

Circleboom delivers what scraping never could: reliability, safety, and scale.

If tweet data matters to your work, exporting is no longer optional. It’s essential.


Altug Altug
Altug Altug

I focus on developing strategies for digital marketing, content management, and social media. A part-time gamer! Feel free to ask questions via [email protected] or X (@altugify)