tm (version 0.6-1)

tm_map: Transformations on Corpora


Interface to apply transformation functions (also denoted as mappings) to corpora.


## S3 method for class 'PCorpus':
tm_map(x, FUN, \dots)
## S3 method for class 'VCorpus':
tm_map(x, FUN, \dots, lazy = FALSE)


A corpus.
a transformation function taking a text document as input and returning a text document. The function content_transformer can be used to create a wrapper to get and set the content of te
arguments to FUN.
a logical. Lazy mappings are mappings which are delayed until the content is accessed. It is useful for large corpora if only few documents will be accessed. In such a case it avoids the computationally expensive application of the mapping to


  • A corpus with FUN applied to each document in x. In case of lazy mappings only internal flags are set. Access of individual documents triggers the execution of the corresponding transformation function.

See Also

getTransformations for available transformations.


## Document access triggers the stemming function
## (i.e., all other documents are not stemmed yet)
tm_map(crude, stemDocument, lazy = TRUE)[[1]]
## Use wrapper to apply character processing function
tm_map(crude, content_transformer(tolower))
## Generate a custom transformation function which takes the heading as new content
headings <- function(x)
    PlainTextDocument(meta(x, "heading"),
                      id = meta(x, "id"),
                      language = meta(x, "language"))
inspect(tm_map(crude, headings))