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tm (version 0.7-1)
Text Mining Package
Description
A framework for text mining applications within R.
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Install
install.packages('tm')
Monthly Downloads
53,395
Version
0.7-1
License
GPL-3
Maintainer
Ingo Feinerer
Last Published
March 2nd, 2017
Functions in tm (0.7-1)
Search all functions
DirSource
Directory Source
Docs
Access Document IDs and Terms
Corpus
Corpora
DataframeSource
Data Frame Source
Source
Sources
TextDocument
Text Documents
PCorpus
Permanent Corpora
PlainTextDocument
Plain Text Documents
Reader
Readers
SimpleCorpus
Simple Corpora
VectorSource
Vector Source
WeightFunction
Weighting Function
findMostFreqTerms
Find Most Frequent Terms
ZipSource
ZIP File Source
Zipf_n_Heaps
Explore Corpus Term Frequency Characteristics
hpc
Parallelized ‘lapply’
inspect
Inspect Objects
plot
Visualize a Term-Document Matrix
readDOC
Read In a MS Word Document
readXML
Read In an XML Document
acq
50 Exemplary News Articles from the Reuters-21578 Data Set of Topic acq
tm_combine
Combine Corpora, Documents, Term-Document Matrices, and Term Frequency Vectors
content_transformer
Content Transformers
foreign
Read Document-Term Matrices
readPDF
Read In a PDF Document
readPlain
Read In a Text Document
stripWhitespace
Strip Whitespace from a Text Document
XMLSource
XML Source
XMLTextDocument
XML Text Documents
findAssocs
Find Associations in a Term-Document Matrix
findFreqTerms
Find Frequent Terms
TermDocumentMatrix
Term-Document Matrix
meta
Metadata Management
removePunctuation
Remove Punctuation Marks from a Text Document
termFreq
Term Frequency Vector
tm_filter
Filter and Index Functions on Corpora
tm_map
Transformations on Corpora
removeSparseTerms
Remove Sparse Terms from a Term-Document Matrix
weightTfIdf
Weight by Term Frequency - Inverse Document Frequency
writeCorpus
Write a Corpus to Disk
URISource
Uniform Resource Identifier Source
VCorpus
Volatile Corpora
getTokenizers
Tokenizers
getTransformations
Transformations
readTabular
Read In a Text Document
crude
20 Exemplary News Articles from the Reuters-21578 Data Set of Topic crude
readRCV1
Read In a Reuters Corpus Volume 1 Document
readReut21578XML
Read In a Reuters-21578 XML Document
removeNumbers
Remove Numbers from a Text Document
tokenizer
Tokenizers
weightBin
Weight Binary
removeWords
Remove Words from a Text Document
stemCompletion
Complete Stems
tm_reduce
Combine Transformations
tm_term_score
Compute Score for Matching Terms
readTagged
Read In a POS-Tagged Word Text Document
stemDocument
Stem Words
stopwords
Stopwords
weightSMART
SMART Weightings
weightTf
Weight by Term Frequency