quanteda (version 0.9.9-50)

convert: convert a dfm to a non-quanteda format

Description

Convert a quanteda dfm object to a format useable by other text analysis packages. The general function convert provides easy conversion from a dfm to the document-term representations used in all other text analysis packages for which conversions are defined. See also convert-wrappers for convenience functions for specific package converters.

Usage

convert(x, to = c("lda", "tm", "stm", "austin", "topicmodels", "lsa",
  "matrix", "data.frame"), docvars = NULL, ...)

Arguments

x

dfm to be converted

to

target conversion format, consisting of the name of the package into whose document-term matrix representation the dfm will be converted:

"lda"

a list with components "documents" and "vocab" as needed by lda.collapsed.gibbs.sampler from the lda package

"tm"

a DocumentTermMatrix from the tm package

"stm"

the format for the stm package

"austin"

the wfm format from the austin package

"topicmodels"

the "dtm" format as used by the topicmodels package

"lsa"

the "textmatrix" format as used by the lsa package

docvars

optional data.frame of document variables used as the meta information in conversion to the STM package format. This aids in selecting the document variables only corresponding to the documents with non-zero counts.

...

unused

Value

A converted object determined by the value of to (see above). See conversion target package documentation for more detailed descriptions of the return formats.

Examples

mycorpus <- corpus_subset(data_corpus_inaugural, Year > 1970)
quantdfm <- dfm(mycorpus, verbose = FALSE)

# austin's wfm format
identical(dim(quantdfm), dim(convert(quantdfm, to = "austin")))

# stm package format
stmdfm <- convert(quantdfm, to = "stm")
str(stmdfm)
# illustrate what happens with zero-length documents
quantdfm2 <- dfm(c(punctOnly = "!!!", mycorpus[-1]), verbose = FALSE)
rowSums(quantdfm2)
stmdfm2 <- convert(quantdfm2, to = "stm", docvars = docvars(mycorpus))
str(stmdfm2)
 
## Not run: ------------------------------------
# #' # tm's DocumentTermMatrix format
# tmdfm <- convert(quantdfm, to = "tm")
# str(tmdfm)
# 
# # topicmodels package format
# str(convert(quantdfm, to = "topicmodels"))
# 
# # lda package format
# ldadfm <- convert(quantdfm, to = "lda")
# str(ldadfm)
## ---------------------------------------------