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Google Scholar Scraper

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Scrape academic papers, citations, and author profiles from Google Scholar

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

codingfrontend

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Total users

Monthly active users

a day ago

Last modified

Features

Academic Papers: Extracts research papers and academic articles from Google Scholar search results
Citations Count: Captures how many times each paper has been cited by other works
Author Information: Records the names of all authors for each paper
Publication Venue: Extracts the journal or conference where the paper was published
Publication Year: Captures the year each paper was published
PDF Links: Collects direct PDF links when available for open-access papers
Text Snippets: Retrieves descriptive text snippets shown in Google Scholar results
Date Range Filtering: Filter papers by publication year range (yearFrom and yearTo)
Sort Options: Sort results by relevance or publication date
Proxy Support: Built-in Apify Proxy with residential proxies to avoid Scholar rate limiting

Input Parameters

Parameter	Type	Required	Default	Description
`query`	String	Yes	`"machine learning"`	Academic search query to look up on Google Scholar
`maxItems`	Integer	No	`50`	Maximum number of results to retrieve (1–10000)
`yearFrom`	Integer	No	—	Filter results published from this year onwards (e.g., 2020)
`yearTo`	Integer	No	—	Filter results published up to this year (e.g., 2024)
`sortBy`	String	No	`"relevance"`	Sort results by: `relevance` or `date`
`proxyConfiguration`	Object	No	Apify Residential	Proxy settings for the scraper

Input Schema Example

{
  "query": "deep learning natural language processing",
  "maxItems": 100,
  "yearFrom": 2020,
  "yearTo": 2025,
  "sortBy": "date",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output Schema

The scraper outputs structured JSON data for each academic paper found on Google Scholar.

Main Fields

Field	Type	Description
`position`	Integer	Result position in search results
`title`	String	Paper title
`link`	String	URL to the paper
`authors`	String	Paper authors
`publication`	String	Publication venue (journal, conference, etc.)
`year`	Integer	Publication year
`citedBy`	Integer	Number of citations
`snippet`	String	Text snippet from the paper
`pdfLink`	String	Direct link to PDF if available
`searchQuery`	String	The search query used
`searchUrl`	String	Google Scholar search URL
`scrapedAt`	String	ISO timestamp of when the data was scraped

Academic Paper Example

{
  "position": 1,
  "title": "Attention Is All You Need",
  "link": "https://arxiv.org/abs/1706.03762",
  "authors": "A Vaswani, N Shazeer, N Parmar, J Uszkoreit",
  "publication": "Advances in neural information processing systems, 2017",
  "year": 2017,
  "citedBy": 98450,
  "snippet": "The dominant sequence transduction models are based on complex recurrent or convolutional neural networks that include an encoder and a decoder...",
  "pdfLink": "https://arxiv.org/pdf/1706.03762",
  "searchQuery": "deep learning natural language processing",
  "searchUrl": "https://scholar.google.com/scholar?q=deep+learning+natural+language+processing",
  "scrapedAt": "2025-01-15T10:30:00.000Z"
}

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