fst_freq_table: Make Top Words Table

In finnsurveytext: Analyse Open-Ended Survey Responses in Finnish

Make Top Words Table

Description

Creates a table of the most frequently-occurring words (unigrams) within the data. Optionally, weights can be provided either through a 'weight' column in the formatted data, or from a 'svydesign' object with the raw (preformatted) data.

Usage

fst_freq_table(
  data,
  number = 10,
  norm = NULL,
  pos_filter = NULL,
  strict = TRUE,
  use_svydesign_weights = FALSE,
  id = "",
  svydesign = NULL,
  use_column_weights = FALSE
)

Arguments

data	A dataframe of text in CoNLL-U format, with optional additional columns.
number	The number of top words to return, default is '10'.
norm	The method for normalising the data. Valid settings are '"number_words"' (the number of words in the responses), '"number_resp"' (the number of r , or 'NULL' (raw count returned, default, also used when weights are applied).
pos_filter	List of UPOS tags for inclusion, default is 'NULL' which means all word types included.
strict	Whether to strictly cut-off at 'number' (ties are alphabetically ordered), default is 'TRUE'.
use_svydesign_weights	Option to weight words in the table using weights from a 'svydesign' containing the raw data, default is 'FALSE'
id	ID column from raw data, required if 'use_svydesign_weights = TRUE' and must match the 'docid' in formatted 'data'.
svydesign	A 'svydesign' which contains the raw data and weights, required if 'use_svydesign_weights = TRUE'.
use_column_weights	Option to weight words in the table using weights from formatted data which includes addition 'weight' column, default is 'FALSE'

Value

A table of the most frequently occurring words in the data.

Examples

pf <- c("NOUN", "VERB", "ADJ", "ADV")
pf2 <- "NOUN, VERB, ADJ, ADV"
fst_freq_table(fst_child, number = 15, strict = FALSE, pos_filter = pf)
fst_freq_table(fst_child, number = 15, strict = FALSE, pos_filter = pf2)
fst_freq_table(fst_child, norm = 'number_words')
fst_freq_table(fst_child, use_column_weights = TRUE)
c2 <- fst_child_2
s <- survey::svydesign(id=~1, weights= ~paino, data = child)
i <- 'fsd_id'
fst_freq_table(c2, use_svydesign_weights = TRUE, svydesign = s, id = i)

finnsurveytext documentation built on April 4, 2025, 5:07 a.m.