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rweb-scrapingrvestgoogle-scholar

Is it possible to scrape all google scholar results on a particular topic and is it legal?


I have some Rexperience, but not with website coding, and think I was not able to select the correct CSS nodes to parse (I believe).

library(rvest)
library(xml2)
library(selectr)
library(stringr)
library(jsonlite)

url <-'https://scholar.google.com/scholar?hl=en&as_sdt=0%2C38&q=apex+predator+conservation&btnG=&oq=apex+predator+c'
webpage <- read_html(url)

title_html <- html_nodes(webpage, 'a#rh06x-YUUvEJ')
title <- html_text(title_html)
head(title)

Ultimately, if I could scrape and divide all scholar results into a csv file with headers like 'Title', 'Author', 'Year', 'Journal', that would be great. Any help would be much appreciated! Thanks


Solution

  • Concerning your code, you almost had it - you did not select the proper element. I believe you selected by id where I found html_nodes works best when selecting by class. The classes you are looking for are gs_rt and gs_a.

    With regexyou can then process the data to the desired format by extracting authors and years.

    url_name <- 'https://scholar.google.com/scholar?hl=en&as_sdt=0%2C38&q=apex+predator+conservation&btnG=&oq=apex+predator+c'
    wp <- xml2::read_html(url_name)
    # Extract raw data
    titles <- rvest::html_text(rvest::html_nodes(wp, '.gs_rt'))
    authors_years <- rvest::html_text(rvest::html_nodes(wp, '.gs_a'))
    # Process data
    authors <- gsub('^(.*?)\\W+-\\W+.*', '\\1', authors_years, perl = TRUE)
    years <- gsub('^.*(\\d{4}).*', '\\1', authors_years, perl = TRUE)
    # Make data frame
    df <- data.frame(titles = titles, authors = authors, years = years, stringsAsFactors = FALSE)