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seededlda (version 0.6.0)

Seeded-LDA for Topic Modeling

Description

Implements the seeded-LDA model (Lu, Ott, Cardie & Tsou 2010) using the quanteda package and the GibbsLDA++ library for semisupervised topic modeling. Seeded-LDA allows users to pre-define topics with keywords to perform theory-driven analysis of textual data in social sciences and humanities (Watanabe & Zhou 2020) .

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Install

install.packages('seededlda')

Monthly Downloads

598

Version

0.6.0

License

GPL-3

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Maintainer

Kohei Watanabe

Last Published

April 8th, 2021

Functions in seededlda (0.6.0)

topics

Extract most likely topics
terms

Extract most likely terms
textmodel_lda

Semisupervised Latent Dirichlet allocation
print.textmodel_lda

Print method for a LDA model
predict.textmodel_lda

Prediction method for textmodel_lda