subset: Subsetting corpora and subcorpora

In polmineR: Verbs and Nouns for Corpus Analysis

Subsetting corpora and subcorpora

Description

The structural attributes of a corpus (s-attributes) can be used to generate subcorpora (i.e. a subcorpus class object) by applying the subset-method. To obtain a subcorpus, the subset-method can be applied on a corpus represented by a corpus object, a length-one character vector (as a shortcut), and on a subcorpus object.

Usage

## S4 method for signature 'corpus'
subset(x, subset, regex = FALSE, verbose = FALSE, ...)

## S4 method for signature 'character'
subset(x, ...)

## S4 method for signature 'subcorpus'
subset(x, subset, verbose = FALSE, ...)

## S4 method for signature 'remote_corpus'
subset(x, subset)

## S4 method for signature 'subcorpus_bundle'
subset(x, ..., iterate = FALSE, verbose = TRUE, progress = FALSE, mc = NULL)

Arguments

x	A corpus or subcorpus object. A corpus may also specified by a length-one character vector.
subset	A logical expression indicating elements or rows to keep. The expression may be unevaluated (using quote() or bquote()).
regex	A logical value. If TRUE, values for s-attributes defined using the three dots (...) are interpreted as regular expressions and passed into a grep call for subsetting a table with the regions and values of structural attributes. If FALSE (the default), values for s-attributes must match exactly.
verbose	A logical value, whether to show progress messages.
...	An expression that will be used to create a subcorpus from s-attributes.
iterate	A logical value, if TRUE, process very single object of x individually.
progress	A logical value, whether to display progress bar.
mc	An integer value, number of cores to use. If NULL (default), no multithreading.

Details

The default approach for subsetting a subcorpus_bundle is to temporarily merge objects into a single subcorpus, perform subset(), and restore subcorpus_bundle by splitting on the s-attribute of the input subcorpus_bundle. This approach may have unintended results, if x has been generated using complex criteria. This may be the case for instance, if x resulted from as.speeches(). In this scenario, set argument iterate to TRUE to iterate over objects in bundle one-by-one.

Value

A subcorpus object. If the expression provided by argument subset includes undefined s-attributes, a warning is issued and the return value is NULL.

See Also

The methods applicable for the subcorpus object resulting from subsetting a corpus or subcorpus are described in the documentation of the ⁠\link{subcorpus-class}⁠. Note that the subset-method can also be applied to textstat-class objects (and objects inheriting from this class).

Examples

use("polmineR")

# examples for standard and non-standard evaluation
a <- corpus("GERMAPARLMINI")

# subsetting a corpus object using non-standard evaluation
sc <- subset(a, speaker == "Angela Dorothea Merkel")
sc <- subset(a, speaker == "Angela Dorothea Merkel" & date == "2009-10-28")
sc <- subset(a, grepl("Merkel", speaker))
sc <- subset(a, grepl("Merkel", speaker) & date == "2009-10-28")

# subsetting corpus specified by character vector
sc <- subset("GERMAPARLMINI", grepl("Merkel", speaker))
sc <- subset("GERMAPARLMINI", speaker == "Angela Dorothea Merkel")
sc <- subset("GERMAPARLMINI", speaker == "Angela Dorothea Merkel" & date == "2009-10-28")
sc <- subset("GERMAPARLMINI", grepl("Merkel", speaker) & date == "2009-10-28")

# subsetting a corpus using the (old) logic of the partition-method
sc <- subset(a, speaker = "Angela Dorothea Merkel")
sc <- subset(a, speaker = "Angela Dorothea Merkel", date = "2009-10-28")
sc <- subset(a, speaker = "Merkel", regex = TRUE)
sc <- subset(a, speaker = c("Merkel", "Kauder"), regex = TRUE)
sc <- subset(a, speaker = "Merkel", date = "2009-10-28", regex = TRUE)

# providing the value for s-attribute as a variable
who <- "Volker Kauder"
sc <- subset(a, quote(speaker == !!who))

# quoting and quosures necessary when programming against subset
# note how variable who needs to be handled
gparl <- corpus("GERMAPARLMINI")
subcorpora <- lapply(
  c("Angela Dorothea Merkel", "Volker Kauder", "Ronald Pofalla"),
  function(who) subset(gparl, speaker == !!who)
)

# subset a subcorpus_bundle
merkel <- corpus("GERMAPARLMINI") %>%
  split(s_attribute = "protocol_date") %>%
  subset(speaker == "Angela Dorothea Merkel")

# iterate over objects in bundle one by one 
sp <- corpus("GERMAPARLMINI") %>%
  as.speeches(
    s_attribute_name = "speaker",
    s_attribute_date = "protocol_date",
    progress = FALSE
  ) %>%
  subset(interjection == "speech", iterate = TRUE, progress = FALSE)

polmineR documentation built on Nov. 2, 2023, 5:52 p.m.