Mapping Collocation Frequency to Transcript Document — transcript

This function connects the collocation frequency calculated in collocate_comments_fuzzy() to the base transcript.

Usage

transcript_frequency(transcript, collocate_object)

Arguments

transcript: transcript document
collocate_object: collocation object (returned from collocate_comments_fuzzy() or collocate_comments())

Value

a dataframe of the transcript document with collocation values by word

Examples

# Rename relevant column to page_notes in the derivative document
comment_example_rename <- dplyr::rename(comment_example, page_notes=Notes)
# Tokenize the derivative document
toks_comment <- token_comments(comment_example_rename)
# Rename relevant column in the source document to text
transcript_example_rename <- dplyr::rename(transcript_example, text=Text)
# Tokenize source document
toks_transcript <- token_transcript(transcript_example_rename)
# Compute collocation frequencies
collocation_object <- collocate_comments(toks_transcript, toks_comment)
#> Joining with `by = join_by(tolower.unlist.descript_ngrams..)`
#> Joining with `by = join_by(collocation)`
#> Joining with `by = join_by(word_number)`
# Merge frequencies with source document to provide averages by word and correct formatting
merged_frequency <- transcript_frequency(transcript_example_rename, collocation_object)
#> Joining with `by = join_by(to_merge)`
#> Joining with `by = join_by(text, lines, n_words, words, word_num, word_length,
#> x_coord, to_merge, stanza_freq, word_number)`