Text Mining Package
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Documentation for package ‘tm’ version 0.7-11
Help Pages
A B C D E F G H I L M N O P R S T U V W X Z
-- A --
| acq | 50 Exemplary News Articles from the Reuters-21578 Data Set of Topic acq |
| as.DocumentTermMatrix | Term-Document Matrix |
| as.TermDocumentMatrix | Term-Document Matrix |
| as.VCorpus | Volatile Corpora |
-- B --
| Boost_tokenizer | Tokenizers |
-- C --
| c.TermDocumentMatrix | Combine Corpora, Documents, Term-Document Matrices, and Term Frequency Vectors |
| c.term_frequency | Combine Corpora, Documents, Term-Document Matrices, and Term Frequency Vectors |
| c.TextDocument | Combine Corpora, Documents, Term-Document Matrices, and Term Frequency Vectors |
| c.VCorpus | Combine Corpora, Documents, Term-Document Matrices, and Term Frequency Vectors |
| close.SimpleSource | Sources |
| content_transformer | Content Transformers |
| Corpus | Corpora |
| crude | 20 Exemplary News Articles from the Reuters-21578 Data Set of Topic crude |
-- D --
| DataframeSource | Data Frame Source |
| DirSource | Directory Source |
| Docs | Access Document IDs and Terms |
| DocumentTermMatrix | Term-Document Matrix |
| DublinCore | Metadata Management |
| DublinCore<- | Metadata Management |
-- E --
| eoi | Sources |
| eoi.SimpleSource | Sources |
-- F --
| findAssocs | Find Associations in a Term-Document Matrix |
| findAssocs.DocumentTermMatrix | Find Associations in a Term-Document Matrix |
| findAssocs.TermDocumentMatrix | Find Associations in a Term-Document Matrix |
| findFreqTerms | Find Frequent Terms |
| findMostFreqTerms | Find Most Frequent Terms |
| findMostFreqTerms.DocumentTermMatrix | Find Most Frequent Terms |
| findMostFreqTerms.TermDocumentMatrix | Find Most Frequent Terms |
| findMostFreqTerms.term_frequency | Find Most Frequent Terms |
| FunctionGenerator | Readers |
-- G --
| getElem | Sources |
| getElem.DataframeSource | Sources |
| getElem.DirSource | Sources |
| getElem.URISource | Sources |
| getElem.VectorSource | Sources |
| getElem.XMLSource | Sources |
| getMeta | Sources |
| getMeta.DataframeSource | Sources |
| getReaders | Readers |
| getSources | Sources |
| getTokenizers | Tokenizers |
| getTransformations | Transformations |
-- H --
| Heaps_plot | Explore Corpus Term Frequency Characteristics |
-- I --
| inspect | Inspect Objects |
| inspect.PCorpus | Inspect Objects |
| inspect.TermDocumentMatrix | Inspect Objects |
| inspect.TextDocument | Inspect Objects |
| inspect.VCorpus | Inspect Objects |
-- L --
| length.SimpleSource | Sources |
-- M --
| MC_tokenizer | Tokenizers |
| meta | Metadata Management |
| meta.PCorpus | Metadata Management |
| meta.PlainTextDocument | Metadata Management |
| meta.SimpleCorpus | Metadata Management |
| meta.VCorpus | Metadata Management |
| meta.XMLTextDocument | Metadata Management |
| meta<-.PCorpus | Metadata Management |
| meta<-.PlainTextDocument | Metadata Management |
| meta<-.SimpleCorpus | Metadata Management |
| meta<-.VCorpus | Metadata Management |
| meta<-.XMLTextDocument | Metadata Management |
-- N --
| nDocs | Access Document IDs and Terms |
| nTerms | Access Document IDs and Terms |
-- O --
| open.SimpleSource | Sources |
-- P --
| PCorpus | Permanent Corpora |
| pGetElem | Sources |
| pGetElem.DataframeSource | Sources |
| pGetElem.DirSource | Sources |
| pGetElem.URISource | Sources |
| pGetElem.VectorSource | Sources |
| PlainTextDocument | Plain Text Documents |
| plot.TermDocumentMatrix | Visualize a Term-Document Matrix |
-- R --
| readDataframe | Read In a Text Document from a Data Frame |
| readDOC | Read In a MS Word Document |
| Reader | Readers |
| reader | Sources |
| reader.SimpleSource | Sources |
| readPDF | Read In a PDF Document |
| readPlain | Read In a Text Document |
| readRCV1 | Read In a Reuters Corpus Volume 1 Document |
| readRCV1asPlain | Read In a Reuters Corpus Volume 1 Document |
| readReut21578XML | Read In a Reuters-21578 XML Document |
| readReut21578XMLasPlain | Read In a Reuters-21578 XML Document |
| readTagged | Read In a POS-Tagged Word Text Document |
| readXML | Read In an XML Document |
| read_dtm_Blei_et_al | Read Document-Term Matrices |
| read_dtm_MC | Read Document-Term Matrices |
| removeNumbers | Remove Numbers from a Text Document |
| removeNumbers.character | Remove Numbers from a Text Document |
| removeNumbers.PlainTextDocument | Remove Numbers from a Text Document |
| removePunctuation | Remove Punctuation Marks from a Text Document |
| removePunctuation.character | Remove Punctuation Marks from a Text Document |
| removePunctuation.PlainTextDocument | Remove Punctuation Marks from a Text Document |
| removeSparseTerms | Remove Sparse Terms from a Term-Document Matrix |
| removeWords | Remove Words from a Text Document |
| removeWords.character | Remove Words from a Text Document |
| removeWords.PlainTextDocument | Remove Words from a Text Document |
-- S --
| scan_tokenizer | Tokenizers |
| SimpleCorpus | Simple Corpora |
| SimpleSource | Sources |
| Source | Sources |
| stemCompletion | Complete Stems |
| stemDocument | Stem Words |
| stemDocument.character | Stem Words |
| stemDocument.PlainTextDocument | Stem Words |
| stepNext | Sources |
| stepNext.SimpleSource | Sources |
| stopwords | Stopwords |
| stripWhitespace | Strip Whitespace from a Text Document |
| stripWhitespace.PlainTextDocument | Strip Whitespace from a Text Document |
-- T --
| TermDocumentMatrix | Term-Document Matrix |
| termFreq | Term Frequency Vector |
| Terms | Access Document IDs and Terms |
| TextDocument | Text Documents |
| tm_filter | Filter and Index Functions on Corpora |
| tm_filter.PCorpus | Filter and Index Functions on Corpora |
| tm_filter.SimpleCorpus | Filter and Index Functions on Corpora |
| tm_filter.VCorpus | Filter and Index Functions on Corpora |
| tm_index | Filter and Index Functions on Corpora |
| tm_index.PCorpus | Filter and Index Functions on Corpora |
| tm_index.SimpleCorpus | Filter and Index Functions on Corpora |
| tm_index.VCorpus | Filter and Index Functions on Corpora |
| tm_map | Transformations on Corpora |
| tm_map.PCorpus | Transformations on Corpora |
| tm_map.SimpleCorpus | Transformations on Corpora |
| tm_map.VCorpus | Transformations on Corpora |
| tm_parLapply | Parallelized 'lapply' |
| tm_parLapply_engine | Parallelized 'lapply' |
| tm_reduce | Combine Transformations |
| tm_term_score | Compute Score for Matching Terms |
| tm_term_score.DocumentTermMatrix | Compute Score for Matching Terms |
| tm_term_score.PlainTextDocument | Compute Score for Matching Terms |
| tm_term_score.TermDocumentMatrix | Compute Score for Matching Terms |
| tm_term_score.term_frequency | Compute Score for Matching Terms |
-- U --
| URISource | Uniform Resource Identifier Source |
-- V --
| VCorpus | Volatile Corpora |
| VectorSource | Vector Source |
-- W --
| 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 |
-- X --
| XMLSource | XML Source |
| XMLTextDocument | XML Text Documents |
-- Z --
| Zipf_plot | Explore Corpus Term Frequency Characteristics |
| ZipSource | ZIP File Source |