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MetaNLP0.1.4 package

Natural Language Processing for Meta Analysis

9 available

delete_stop_words

Delete stop words

delete_words

Delete list of words

MetaNLP

Natural Language Processing for Meta Analysis

plot-MetaNLP-missing-method

Create word cloud from MetaNLP-object

read_test_data

Read and adapt test data

replace_special_characters

Replace special characters in column names

select_features

Select features via elasticnet regularization

summary

Summary of MetaNLP-objects

write_csv

Save the document-term matrix

Download source packageRead PDF manual

Given a CSV file with titles and abstracts, the package creates a document-term matrix that is lemmatized and stemmed and can directly be used to train machine learning methods for automatic title-abstract screening in the preparation of a meta analysis.

  • Maintainer: Maximilian Pilz
  • License: MIT + file LICENSE
  • Last published: 2025-08-20

Useful links

  • https://github.com/imbi-heidelberg/MetaNLP/issues
  • https://github.com/imbi-heidelberg/MetaNLP