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How to Scrape Twitter Data (X)-

How to Scrape Twitter Data (X) – No Code

Forget writing code! Here’s how you can easily scrape hundreds of tweets in just a few seconds.

No coding!

In this post, we’ll go over the step-by-step process on how to scrape tweets from twitter without coding, make sense of it, and use it to improve your marketing strategies or even blow up on Twitter ( known as X now).

Let’s jump in!

Why Scrape Tweets From Twitter (X)?

Before anything else, let’s first cover the why

Scraping Twitter data is like a gateway to accessing diamond info from X.

You can analyze trends, check brand sentiment, or simply just watch from afar what your competitors are storming up–all with just a few clicks.

Just think of it as your personal Twitter web crawler—it hunts down data for you while you focus on what matters: the analysis.

Here’s why scraping tweets is beneficial:

  1. Track Trends and Hashtags: Keep up with what’s trending and make decisions fast like an elite entrepreneur.
  2. Sentiment Analysis: Know how people feel about your brand or topic–whether they are hating on you or not.
  3. Market Research: Get a peek into what users want and think so that you can adjust your marketing strategies to their liking (people do what they want and like).
  4. Competitor Analysis: See what people are saying about competitors in your industry to gain unfair advantage.

 

Is Twitter Scraping Legal?

So, Is Twitter scraping legal? The answer is: yes and no–depending on what you’re scraping

Here’s the thing: Twitter’s rules are not in friend-mode, especially when you’re trying to access private or sensitive data. But, some tools do it the right way by pulling in only public data that is already out there for everyone to see.

NOTE: Stick to Twitter’s terms of service and only scrape public information to keep your data-gathering safe and sound.

PLUS you want to be in Elon Musk’s good books.

ELON MUSK

So, now you know that you CAN scrape tweets from Twitter, what next?

How to Scrape Tweets without Coding (Step-by-Step Guide)

In this simple guide. We’ll use ScrapeLead’s Twitter Scraper to scrape tweets in the most straightforward way possible.

Our Scraper makes Twitter web scraping accessible for everyone, regardless of tech skill level.

But wait, why not use Twitter’s API, after all–you can also extract tweets using it, right?

Sure, the Twitter API is a great tool designed for developers to access Twitter data. It allows you to retrieve tweets, user information, trends, and other hot insights directly from the platform. Sounds great, but:

  1. It also comes with heavy rate limits. meaning you can only pull a limited number of tweets within a set period, which can be quite frustrating if you’re working with larger datasets or time-sensitive projects.

 

  1. And let’s not forget—it requires coding. For you to use the API, you need to have some knowledge of programming languages like Python, handling tokens, and dealing with technical setups. So if you’re not a developer, this isn’t exactly the smooth, user-friendly experience you’re hoping for.
  2. it’s freaking expensive, especially if you need access to a boatload of info–more than what the basic free tier can take out. 

Here’s a quick overview of Twitter API plans from features to pricings.

The FREE plan >
  • Features: Limited to 1,500 tweets per month and basic access.
  • Limitations: Extremely low data allowance, making it literally impossible for larger datasets. 
  • Ideal for: Hobby projects or small-scale testing.

 

free api pricing
The BASIC plan >>
  • Features: Allows up to 50,000 tweets per month, along with slightly expanded access compared to the free plan.
  • Limitations: Still not suitable for heavily-loaded scraping projects or high-volume data collection.

Ideal for: Small teams or solo developers with specific but moderate data needs.

basic api pricing
  • The PRO plan >>>
    • Features: Access to up to 1 million tweets per month, advanced filters, and extended search capabilities.
    • Limitations: The cost is way too pricey for most individuals or small teams.
    Ideal for: Enterprise-level applications or organizations handling huge datasets.
pro api pricing

While the Twitter API is great for programmers or large-scale applications, it’s not ideal for quick, no-fuss data scraping. And that is why ScrapeLead’s X scraper is your biggest bet when it comes to scraping tweets–it lets you gather the data you need, hassle-free.

So, Why Use ScrapeLead’s Twitter (X) Scraper Instead?

Well, going for our X scraper is a smart move. And when you compare it to Twitter’s API, ScrapeLead’s scraper comes out as a brilliant move for anyone who wants simplicity, affordability, and speed. Here’s why:


  1. No Coding Required: Unlike the API, which requires programming knowledge, ScrapeLead is a plug-and-play tool.
  2. No Rate Limits: Forget being capped at 1,500 tweets per month—scrapeLead’s scraper lets you scrape over 200 tweets per minute, hassle-free.
  3. Cost-Effective: Enjoy free access and affordable plans without breaking the bank.
  4. User-Friendly: Perfect for beginners, marketers, and researchers who want results without technical headaches.

Wait, there’s more:

Awesome Features

  • Instant Launch: Start scraping in less than a minute with no technical skills required.
  • Full Data Extraction: Get 30+ data points from Tweets, Likes, Timestamps, Media, etc.
  • High-Speed Scraping: Get over 200+ tweets in one minute or less for real-time analytics.
  • Cloud-Based Convenience: No downloads needed–run from anywhere, anytime
  • Automated Scheduling: Keep the scraper on autopilot to get constant updates. 
  • Flexible Exports: Send data seamlessly to EXCEL, JSON, and CSV
  • Advanced Users: A developer-friendly API allowing coders to customize data extraction to fit unique projects. 


Wow 😮‍💨, right? Even better:

Pricing:

Scrapelead pricing

Ready? let’s run! 🏃🏃🏃🏃🏃🏃🏃

Scraping Tweets from X Step-by-Step

We’re going to scrape Barack Obama’s tweets as an example.

Step 1 – Sign Up or Log In to ScrapeLead
Create an account with ScrapeLead or log in–if you already have an account.
ScrapeLead Account
Step 2 –  Select the Twitter Scraper Tool

Head over to the ScrapeLead store and choose the Twitter scraper tool. This handy Twitter web crawler will pull data from profiles, tweets, hashtags, and media.

Step 3 – Input Twitter Profile URLs

Copy the URL of the Twitter (or X) profile you want to scrape (e.g., Barack Obama). Our scraper allows bulk uploads for larger projects.

NEXT, Add the Twitter profile URL you want to scrape from. You can also paste multiple profiles or upload them in bulk.

Step 3 - twitter scraper
Step 4 – Set Scraper Options

Choose the number of tweets you will scrape, for example, 100, or 200, and even schedule a scrape for automatic running.

step 4
Step 5 – Start Scraping

Click Start to launch the scraper, and the scraper will start collecting tweets and related data from the specified profiles.

THEN “WATCH THE DATA FLOW IN”

Step 5. 2
Step 6 – Export Your Data

Download results as CSV, JSON or XML.

THE RESULTS: Over 100 tweets scraped from Barack Obama’s X profile—in just 4 seconds!

step 6 the results

You might be wondering “who can use this personal X scraping tool ”

So, Who Can Use Twitter Scrapers?

A Twitter scraper has got tons of uses across different fields.

  • Marketers and Brand Managers: Analyse brand sentiment, monitor trends, and gain actionable insights into consumer behaviour.
  • Researchers: Conduct topic trend analysis, public opinion studies, or cultural research.
  • Competitor Analysts: Discover valuable insights about your competitors by monitoring public sentiment around them.
  • Social Media Managers: Stay updated on hashtags, trending content, and influencer interactions.
  • Content Creators: Find ideas for relevant and trending content to keep your audience engaged.

Found your club?

Let’s Wrap Up

Now you know exactly how to scrape tweets from Twitter without touching a line of code! It be for collecting tweets in order to track trends, analyse public sentiment, or monitor your competitors.

Our no-code Twitter scraper will save you tons of time and energy. So go ahead—grab your tool, set it up, and let the data flow in!

Check out our store to scrape data from your other favourite social media platforms.

FAQ

ScrapeLead’s Twitter Scraper lets you scrape Twitter search without an account! Just pick a keyword or hashtag, and they’ll grab data without you logging in.

 

A Twitter web crawler is like a scraper, but it crawls through Twitter automatically, collecting data as it goes. It’s perfect for long-term projects.

 

Of course, Python scraping Twitter is great to scrape with, but it requires knowledge of coding.

Absolutely! From marketing to research, it gives you a real edge in understanding audiences, trends, and brand sentiment by extracting all the data you need.

Ready to start scraping?

Get started with 1000 free credits or contact sales

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