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README.md

fulltext

cran checks Project Status: Active – The project has reached a stable, usable state and is being actively developed. R-check codecov rstudio mirror downloads cran version

Get full text research articles

Checkout the package docs and the fulltext manual to get started.


rOpenSci has a number of R packages to get either full text, metadata, or both from various publishers. The goal of fulltext is to integrate these packages to create a single interface to many data sources.

fulltext makes it easy to do text-mining by supporting the following steps:

  • Search for articles - ft_search
  • Fetch articles - ft_get
  • Get links for full text articles (xml, pdf) - ft_links
  • Extract text from articles / convert formats - ft_extract
  • Collect all texts into a data.frame - ft_table

Previously supported use cases, extracted out to other packages:

  • Collect bits of articles that you actually need - moved to package pubchunks
  • Supplementary data from papers has been moved to the suppdata

It's easy to go from the outputs of ft_get to text-mining packages such as tm and quanteda

Data sources in fulltext include:

  • Crossref - via the rcrossref package
  • Public Library of Science (PLOS) - via the rplos package
  • Biomed Central
  • arXiv - via the aRxiv package
  • bioRxiv - via the biorxivr package
  • PMC/Pubmed via Entrez - via the rentrez package
  • Scopus - internal tooling
  • Semantic Scholar - internal tooling
  • Many more are supported via the above sources (e.g., Royal Society Open Science is available via Pubmed)
  • We will add more, as publishers open up, and as we have time...See the issues

Authentication: A number of publishers require authentication via API key, and some even more draconian authentication processes involving checking IP addresses. We are working on supporting all the various authentication things for different publishers, but of course all the OA content is already easily available. See the Authentication section in ?fulltext-package after loading the package.

We'd love your feedback. Let us know what you think in the issue tracker

Installation

Stable version from CRAN

install.packages("fulltext")

Development version from GitHub

remotes::install_github("ropensci/fulltext")

Load library

library('fulltext')

Interoperability with other packages downstream

Note: this example not included in vignettes as that would require the two below packages in Suggests here. To see many examples and documentation see the package docs and the fulltext manual.

cache_options_set(path = (td <- 'foobar'))
res <- ft_get(c('10.7554/eLife.03032', '10.7554/eLife.32763'), type = "pdf")
library(readtext)
x <- readtext::readtext(file.path(cache_options_get()$path, "*.pdf"))
library(quanteda)
quanteda::corpus(x)

Contributors

  • Scott Chamberlain
  • Will Pearse
  • Katrin Leinweber

Meta

  • Please report any issues or bugs.
  • License: MIT
  • Get citation information for fulltext: citation(package = 'fulltext')
  • Please note that this package is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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