Package: LDAvis 0.3.5

LDAvis: Interactive Visualization of Topic Models

Tools to create an interactive web-based visualization of a topic model that has been fit to a corpus of text data using Latent Dirichlet Allocation (LDA). Given the estimated parameters of the topic model, it computes various summary statistics as input to an interactive visualization built with 'D3.js' that is accessed via a browser. The goal is to help users interpret the topics in their 'LDA' topic model.

Authors:Carson Sievert [aut, cre], Kenny Shirley [aut], Christopher Baker [ctb]

LDAvis_0.3.5.tar.gz
LDAvis_0.3.5.zip(r-4.7)LDAvis_0.3.5.zip(r-4.6)LDAvis_0.3.5.zip(r-4.5)
LDAvis_0.3.5.tgz(r-4.6-any)LDAvis_0.3.5.tgz(r-4.5-any)
LDAvis_0.3.5.tar.gz(r-4.7-any)LDAvis_0.3.5.tar.gz(r-4.6-any)
LDAvis_0.3.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
LDAvis/json (API)

# Install 'LDAvis' in R:

install.packages('LDAvis', repos = c('https://cpsievert.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cpsievert/ldavis/issues

Datasets:

TwentyNewsgroups - Twenty Newsgroups Data

On CRAN:

javascript text-mining topic-modeling visualization

11.16 score 570 stars 1 packages 799 scripts 3.0k downloads 12 mentions 6 exports 2 dependencies

Last updated from:5067f7b847. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	139
source / vignettes	OK	186
linux-release-x86_64	OK	132
macos-release-arm64	OK	92
macos-oldrel-arm64	OK	78
windows-devel	OK	92
windows-release	OK	87
windows-oldrel	OK	87
wasm-release	OK	159

Exports:createJSON jsPCA renderVis runShiny serVis visOutput

Dependencies:proxy RJSONIO

LDAvis details

Rendered fromdetails.Rnwusingknitr::knitr

Last update: 2015-07-19
Started: 2014-12-17

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Create the JSON object to read into the javascript visualization	createJSON
Dimension reduction via Jensen-Shannon Divergence & Principal Components	jsPCA
Create an LDAvis output element	renderVis
Run shiny/D3 visualization	runShiny
View and/or share LDAvis in a browser	serVis
Twenty Newsgroups Data	TwentyNewsgroups
Shiny ui output function	visOutput