Google Scholar Scraper
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Google Scholar Scraper

Google Scholar Scraper simplifies data extraction from Google Scholar, providing article titles, authors, publication years, citations, and links. Perfect for researchers and students, it delivers data in JSON or CSV formats for easy use.

What is a Google Scholar Scraper?

Google Scholar Scraper extracts academic data like article titles, authors, publication dates, citations, and links directly from Google Scholar. It’s faster and easier to use than setting up a Google Scholar API, saving you hours of manual effort. Perfect for researchers and students.

Why Do You Extract Data from Google Scholar?

  • Streamline Academic Research: Gather relevant articles quickly without spending hours searching manually.
  • Track Citations: Monitor how often your work or specific papers are cited.
  • Analyze Trends: Explore research patterns and popular topics within your field.
  • Build Bibliographies: Automatically generate well-organized lists of references.

How Do I Get Started?

Even if you're new to web scraping, this ScrapeGPT makes it easy to start collecting research data. Just follow these simple steps to get started:

  1. Create your account on MrScraper.
  2. Select “New ScrapeGPT” from the homepage and enter the URL you wish to scrape.
  3. Wait for ScrapeGPT to process the page.
  4. Type a prompt like “Get all the data” and let MrScraper do the work.
  5. Choose your download format, JSON or CSV, and retrieve your data.
  6. For more details, visit this link How to Scrape Google Scholar: Step-by-Step Using MrScraper

Input Url

https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=renewable+energy&oq=renewa

Sample Output

The sample output of scraping job listings from Google Scholar provides a well-structured dataset, which can be downloaded in JSON or CSV formats for easy integration into various tools and workflows. Here's what the output typically includes:

Sample Output (JSON)

[
 {
        "title": "What is the global potential for renewable energy?",
        "authors": "P Moriarty, D Honnery",
        "publication_source": "Renewable and Sustainable Energy Reviews",
        "citations": 573,
        "link": "https://www.sciencedirect.com/science/article/pii/S1364032111003984",
        "publication_year": 2012
    },
    {
        "title": "Renewable energy and sustainable development: a crucial review",
        "authors": "I Dincer",
        "publication_source": "Renewable and Sustainable Energy Reviews",
        "citations": 3108,
        "link": "https://www.sciencedirect.com/science/article/pii/S1364032199000118",
        "publication_year": 2000
    },
    {
        "title": "Renewable energy resources",
        "authors": "J Twidell",
        "publication_source": "Taylor & Francis",
        "citations": 2807,
        "link": "https://www.taylorfrancis.com/books/mono/10.4324/9780429452161/renewable-energy-resources-john-twidell",
        "publication_year": 2021
    },
    {
        "title": "Renewable energy: technology, economics and environment",
        "authors": "M Kaltschmitt, W Streicher, A Wiese",
        "publication_source": "Books",
        "citations": 757,
        "link": "https://books.google.com/books?hl=en&lr=&id=I4g0mlQI7HcC&oi=fnd&pg=PA1&dq=renewable+energy&ots=IhlcBFzsim&sig=tPTW1SRkbviLJzOPrbbJCcUZL2Y",
        "publication_year": 2007
    },
    {
        "title": "Progress in renewable energy",
        "authors": "R Gross, M Leach, A Bauen",
        "publication_source": "Environment International",
        "citations": 540,
        "link": "https://www.sciencedirect.com/science/article/pii/S0160412002001307",
        "publication_year": 2003
    },
]

Sample Output (CSV)

Title Authors Publication Source Citations Publication Year Link
What is the global potential for renewable energy? P Moriarty, D Honnery Renewable and Sustainable Energy Reviews 573 2012 View Article
Renewable energy and sustainable development: a crucial review I Dincer Renewable and Sustainable Energy Reviews 3108 2000 View Article
Renewable energy resources J Twidell Taylor & Francis 2807 2021 View Article
Renewable energy: technology, economics and environment M Kaltschmitt, W Streicher, A Wiese Books 757 2007 View Article
Progress in renewable energy R Gross, M Leach, A Bauen Environment International 540 2003 View Article

Is It Legal To Scrape Data from Google Scholar?

Scraping Google Scholar data can be legal if done ethically and in compliance with the platform’s terms of service. Avoid causing excessive server load or using the data for commercial exploitation. Always check Google Scholar’s policies and respect their guidelines.

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The mission to make data accessible to everyone is truly inspiring. With MrScraper, data scraping and automation are now easier than ever, giving users of all skill levels the ability to access valuable data. The AI-powered no-code tool simplifies the process, allowing you to extract data without needing technical skills. Plus, the integration with APIs and Zapier makes automation smooth and efficient, from data extraction to delivery.


I'm excited to see how MrScraper will change data access, making it simpler for businesses, researchers, and developers to unlock the full potential of their data. This tool can transform how we use data, saving time and resources while providing deeper insights.

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Adnan Sher

Product Hunt user

This tool sounds fantastic! The white glove service being offered to everyone is incredibly generous. It's great to see such customer-focused support.

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Harper Perez

Product Hunt user

MrScraper is a tool that helps you collect information from websites quickly and easily. Instead of fighting annoying captchas, MrScraper does the work for you. It can grab lots of data at once, saving you time and effort.

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Jayesh Gohel

Product Hunt user

Now that I've set up and tested my first scraper, I'm really impressed. It was much easier than expected, and results worked out of the box, even on sites that are tough to scrape!

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Kim Moser

Computer consultant

MrScraper sounds like an incredibly useful tool for anyone looking to gather data at scale without the frustration of captcha blockers. The ability to get and scrape any data you need efficiently and effectively is a game-changer.

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Product Hunt user

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