stylo
- Last Updated: 11/9/2018 12:00:00 AM
- Site: https://github.com/computationalstylistics/stylo
The ‘Stylo’ package provides easy-to-use implementations of various established analyses in the field of computational stylistics, including non-traditional authorship attribution, genre recognition, style development (“stylochronometry”), etc. The package includes a number of explanatory methods provided by the function stylo() (multidimensional scaling, principal component analysis, cluster analysis, bootstrap consensus trees). Addtionally, a number of supervised machine-learning methods are available via the function classify() (Delta, support vector machines, naive Bayes, k-nearest neighbors, nearest shrunken centroids). The rolling.delta() function analyses collaborative works and tries to determine the authorship of fragments extracted from them. The oppose() function performs a contrastive analysis between two given sets of texts: among other things, it generates lists of words significantly preferred and avoided by one or more authors in comparison to the texts by another author (or a set of them). (from: "Stylo: a package for stylometric analyses" by Eder/Kestemont/Rybicki)
- Type of analysis: Analysis
- Type of license: Free Open Source
- Web Usable: Other
- TaDiRAH Goals: Analysis
- TaDiRAH Methods: Stylistic Analysis
Comments
stylo was used in these research abstracts https://dh2018.adho.org/en/the-cligs-textbox/
https://dh2018.adho.org/en/womens-books-versus-books-by-women/