Learn R Programming

⚠️There's a newer version (0.7-16) of this package.Take me there.

tm (version 0.3-2)

Text Mining Package

Description

A framework for text mining applications within R.

Copy Link

Version

Install

install.packages('tm')

Monthly Downloads

54,778

Version

0.3-2

License

GPL-2

Maintainer

Ingo Feinerer

Last Published

February 19th, 2025

Functions in tm (0.3-2)

Corpus

Corpus
Reuters21578Document-class

Reuters21578 Text Document
DublinCore-methods

Methods for Function DublinCore in Package `tm'
DirSource-class

Source for Directories
%IN%-methods

Methods for Function %IN% in Package `tm'
Dictionary

Dictionary
acq

50 Exemplary News Articles from the Reuters-21578 XML Data Set of Topic acq
findFreqTerms-methods

Methods for Function findFreqTerms in Package `tm'
getFilters

Get Available Filters
dimnames-methods

Methods for Function dimnames in Package `tm'
VectorSource

Gmane Source
[-methods

Methods for Subset Functions in Package `tm'
ReutersSource-class

Source for Reuters Files
StructuredTextDocument-class

Structured Text Document
readDOC

Read In a MS Word Document
TermDocMatrix

Term-Document Matrix
getElem-methods

Methods for Function getElem in Package `tm'
TextRepository-class

Text Repository
removeMeta-methods

Methods for Function removeMeta in Package `tm'
materialize

Materialize Lazy Mappings
readRCV1

Read In a Reuters Corpus Volume 1 Document
removeNumbers-methods

Methods for Function removeNumbers in Package `tm'
MetaDataNode-class

Metadata Node
plot

Visualize a Term-Document Matrix
deactivateCluster

Disallow `tm' to Use a Cluster
readGmane

Read In A Newsgroup Document
length-methods

Methods for Function length in Package `tm'
tmIntersect-methods

Methods for Function tmIntersect in Package `tm'
readReut21578XML

Read In a Reuters21578 XML Document
WeightFunction

Weighting Function Constructor
CSVSource-class

Source for Comma Separated Files
TextRepository

Text Repository
meta-methods

Methods for Function meta in Package `tm'
inspect-methods

Methods for Function inspect in Package `tm'
findAssocs-methods

Methods for Function findAssocs in Package `tm'
appendElem-methods

Methods for Function appendElem in Package `tm'
TermDocMatrix-class

Term-Document Matrix
appendMeta-methods

Methods for Function appendMeta in Package `tm'
Source-class

Source Manager
XMLTextDocument-class

Text document
removeSignature-methods

Methods for Function removeSignature in Package `tm'
sFilter

Statement Filter
readPDF

Read In a PDF Document
rownames-methods

Methods for Function rownames in Package `tm'
makeChunks

Split a Corpus into Chunks
WeightFunction-class

Weighting Function
PlainTextDocument-class

Plain Text Document
removeSparseTerms-methods

Methods for Function removeSparseTerms in Package `tm'
prescindMeta-methods

Methods for Function prescindMetadata in Package `tm'
readNewsgroup

Read In a Newsgroup Document
VectorSource-class

Source for Vectors
readHTML

Read In a Simple HTML Document
getSources

Get Available Sources
searchFullText-methods

Methods for Function searchFullText in Package `tm'
dissimilarity-methods

Methods for Function dissimilarity in Package `tm'
readPlain

Read In a Text Document
removeMultipart-methods

Methods for Function removeMultipart in Package `tm'
CSVSource

Comma Seperated Value Source
NewsgroupDocument-class

Newsgroup Text Document
getTransformations

Get Available Transformations
DirSource

Directory Source
stemDoc-methods

Methods for Function stemDoc in Package `tm'
GmaneSource

Gmane Source
show-methods

Methods for Function show in Package `tm'
RCV1Document-class

RCV1 Text Document
replacePatterns-methods

Methods for Function replacePatterns in Package `tm'
FunctionGenerator

Function Generator Constructor
stepNext-methods

Methods for Function stepNext in Package `tm'
colnames-methods

Methods for Function colnames in Package `tm'
activateCluster

Allow `tm' to Use a Cluster If Available
asPlain-methods

Methods for Function asPlain in Package `tm'
ncol-methods

Methods for Function ncol in Package `tm'
dim-methods

Methods for Function dim in Package `tm'
loadDoc-methods

Methods for Function loadDoc in Package `tm'
Corpus-class

Corpus
nrow-methods

Methods for Function nrow in Package `tm'
tmIndex-methods

Methods for Function tmIndex in Package `tm'
GmaneSource-class

Source for Gmane Feeds
tmFilter-methods

Methods for Function tmFilter in Package `tm'
tmMap-methods

Methods for Function tmMap in Package `tm'
summary-methods

Methods for Function summary in Package `tm'
c-methods

Methods for Function c in Package `tm'
convertReut21578XMLPlain

Transform a Reuters21578 XML Document to a Plain Text Document
weightTf

Weight By Term Frequency
weightLogical

Weight Logical
stripWhitespace-methods

Methods for Function stripWhitespace in Package `tm'
writeCorpus-methods

Methods for Function writeCorpus in Package `tm'
removePunctuation-methods

Methods for Function removePunctuation in Package `tm'
removeWords-methods

Methods for Function removeWords in Package `tm'
weightTfIdf

Weight By Term Frequency Inverse Document Frequency
tmTolower-methods

Methods for Function tmTolower in Package `tm'
removeCitation-methods

Methods for Function removeCitation in Package `tm'
ReutersSource

Reuters Source
TextDocument-class

Text Document
convertRCV1Plain

Transform a RCV1 Document to a Plain Text Document
stopwords

Multilingual Stopwords
termFreq

Term Frequency Vector
tmUpdate-methods

Methods for Function tmUpdate in Package `tm'
FunctionGenerator-class

Function Generator
crude

20 Exemplary News Articles from the Reuters-21578 XML Data Set of Topic crude
stemCompletion

Complete Stems
getReaders

Get Available Readers
convertMboxEml

Convert E-Mails From mbox Format To eml Format
preprocessReut21578XML

Preprocess the Reuters21578 XML archive.
eoi-methods

Methods for Function eoi in Package `tm'
Dictionary-class

Dictionary
weightBin

Weight Binary