https://github.com/alan-turing-institute/ngramsnvi

https://github.com/alan-turing-institute/ngramsnvi

Science Score: 26.0%

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Repository

Basic Info
  • Host: GitHub
  • Owner: alan-turing-institute
  • License: mit
  • Language: Python
  • Default Branch: master
  • Size: 113 KB
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Created over 6 years ago · Last pushed about 6 years ago
Metadata Files
Readme License

README.md

ngramsNVI

Code to be able reproduce the National Valence Indices created using Google Ngrams data (http://storage.googleapis.com/books/ngrams/books/datasetsv2.html) and the affective word norms (ANEW) for one of the following languages: Italian (ita), EnglishGB (eng-gb) English US (eng-us), Spanish (spa), French (fre), or German( ger)

For more info on this method read: Hills, T.T., Proto, E., Sgroi, D. et al. Historical analysis of national subjective wellbeing using millions of digitized books. Nat Hum Behav 3, 1271–1275 (2019) doi:10.1038/s41562-019-0750-z

Installation instructions

  • git clone https://github.com/alan-turing-institute/ngramsNVI.git
  • cd ngramsNVI
  • sudo pip install -r requirements.txt
  • pip install -e ./

How to create a National Valence Index * cd ngramsNVI * python createNVI.py -l "ger" -d * -l --language {ita,eng-gb,eng-us,spa,fre,ger} The language to process * -d --deletefiles Whether to delete downloaded ngrams files after processing

Owner

  • Name: The Alan Turing Institute
  • Login: alan-turing-institute
  • Kind: organization
  • Email: info@turing.ac.uk

The UK's national institute for data science and artificial intelligence.

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