Package: austin 0.5.0

austin: Do Things with Words

Doing things with words currently means scaling documents on a presumed underlying dimension on the basis of word frequencies and heroic assumptions about language generation.

Authors:Will Lowe [aut, cre]

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NEWS

# Install 'austin' in R:
install.packages('austin', repos = c('https://conjugateprior.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/conjugateprior/austin/issues

Datasets:

On CRAN:

21 exports 17 stars 1.58 score 24 dependencies 46 scripts

Last updated 3 years agofrom:42d6195bff. Checks:OK: 1 NOTE: 4 ERROR: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 08 2024
R-4.5-winNOTESep 08 2024
R-4.5-linuxNOTESep 08 2024
R-4.4-winNOTESep 08 2024
R-4.4-macERRORSep 08 2024
R-4.3-winNOTESep 08 2024
R-4.3-macERRORSep 08 2024

Exports:as.docwordas.wfmas.worddocbootstrap.seclassic.wordscoresdocsdocs<-extractwordsgetdocsinitialize.urfishis.wfmrescalesim.wordfishtrimwfmwfm2bmrwfm2ldawordfishwordmarginwordswords<-

Dependencies:clidplyrfansigenericsglueirlbalatticelifecyclemagrittrMatrixnumDerivpillarpkgconfigR6RcpprlangSnowballCstringitibbletidyselecttokenizersutf8vctrswithr

Introduction to Austin

Rendered fromaustin.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2021-04-27
Started: 2015-04-09

Readme and manuals

Help Manual

Help pageTopics
Extract a Document by Word Matrixas.docword
Coerce to a Word Frequency Matrixas.wfm
Extract a Word by Document Matrixas.worddoc
austin: Do things with wordsaustin
Compute Bootstrap Standard Errorsbootstrap.se
Old-Style Wordscoresclassic.wordscores
Show Wordscorescoef.classic.wordscores
Extract Word Parameterscoef.wordfish
The 1991 Irish Confidence debatedaildata
German Party Manifesto Datademanif
Economics sections of German Party Manifestosdemanif.econ
Foreign Policy Sections of German Party Manifestosdemanif.foreign
Societal sections of German Party Manifestosdemanif.soc
Extract Document Namesdocs docs<-
Pull Words From a Listextractwords
Get Fitted Values from a Wordfish Modelfitted.wordfish
Get Documentsgetdocs
Irish Budget Debate Data 2009iebudget2009 iebudget2009cov
initialize.urfishinitialize.urfish
Interest Groupsinterestgroups
Checks for Word Frequency Matrixis.wfm
Interest GroupsK2009
The 1991 Irish Confidence debateLB2002
Irish Budget Debate Data 2009LB2013
Example Datalbg
Example DataLBG2003
UK Manifesto DataLG2000
Plot a Wordscores Modelplot.classic.wordscores
Plot the Word Parameters From a Wordfish Modelplot.coef.wordfish
Plot a Wordfish Modelplot.wordfish
Predict New Document Positionspredict.classic.wordscores
Predict Method for Wordfishpredict.wordfish
Rescale Estimated Document Positionsrescale
Simulate data and parameters for a Wordfish modelsim.wordfish
German Party Manifesto DataSP2008
Economics sections of German Party ManifestosSP2008_econ
Foreign Policy Sections of German Party ManifestosSP2008_for
Societal sections of German Party ManifestosSP2008_soc
Summarize an Classic Wordscores Modelsummary.classic.wordscores
Summarize a Wordfish Modelsummary.wordfish
Trim a Word Frequency Datatrim
UK Manifesto Dataukmanif
Word Frequency Matrixwfm
Transform Word Frequency Matrix for BMR/BLRwfm2bmr
Transform Word Frequency Matrix for ldawfm2lda
Estimate a Wordfish Modelwordfish
Which margin holds the wordswordmargin
Extract Wordswords words<-