tm0.7-15 package

Text Mining Package

combine

Combine Corpora, Documents, Term-Document Matrices, and Term Frequency...

content_transformer

Content Transformers

Corpus

Corpora

DataframeSource

Data Frame Source

DirSource

Directory Source

Docs

Access Document IDs and Terms

findAssocs

Find Associations in a Term-Document Matrix

findFreqTerms

Find Frequent Terms

findMostFreqTerms

Find Most Frequent Terms

foreign

Read Document-Term Matrices

getTokenizers

Tokenizers

getTransformations

Transformations

hpc

Parallelized lapply

inspect

Inspect Objects

matrix

Term-Document Matrix

meta

Metadata Management

PCorpus

Permanent Corpora

PlainTextDocument

Plain Text Documents

plot

Visualize a Term-Document Matrix

readDataframe

Read In a Text Document from a Data Frame

readDOC

Read In a MS Word Document

Reader

Readers

readPDF

Read In a PDF Document

readPlain

Read In a Text Document

readRCV1

Read In a Reuters Corpus Volume 1 Document

readReut21578XML

Read In a Reuters-21578 XML Document

readTagged

Read In a POS-Tagged Word Text Document

readXML

Read In an XML Document

removeNumbers

Remove Numbers from a Text Document

removePunctuation

Remove Punctuation Marks from a Text Document

removeSparseTerms

Remove Sparse Terms from a Term-Document Matrix

removeWords

Remove Words from a Text Document

SimpleCorpus

Simple Corpora

Source

Sources

stemCompletion

Complete Stems

stemDocument

Stem Words

stopwords

Stopwords

stripWhitespace

Strip Whitespace from a Text Document

termFreq

Term Frequency Vector

TextDocument

Text Documents

tm_filter

Filter and Index Functions on Corpora

tm_map

Transformations on Corpora

tm_reduce

Combine Transformations

tm_term_score

Compute Score for Matching Terms

tokenizer

Tokenizers

URISource

Uniform Resource Identifier Source

VCorpus

Volatile Corpora

VectorSource

Vector Source

weightBin

Weight Binary

WeightFunction

Weighting Function

weightSMART

SMART Weightings

weightTf

Weight by Term Frequency

weightTfIdf

Weight by Term Frequency - Inverse Document Frequency

writeCorpus

Write a Corpus to Disk

XMLSource

XML Source

XMLTextDocument

XML Text Documents

Zipf_n_Heaps

Explore Corpus Term Frequency Characteristics

ZipSource

ZIP File Source

A framework for text mining applications within R.