Get Document Information DataFrame

This function retrieves document information from a BERTopic model and processes it to unnest list columns, replace NA values, and consolidate columns with the same prefix.

Usage

get_document_info_df(model, texts, drop_expanded_columns = TRUE)

Arguments

model

A BERTopic model object.

texts

A character vector containing the preprocessed texts to be passed to the BERTopic model.

drop_expanded_columns

Logical. If TRUE, drops the expanded columns after consolidation. Default is TRUE.

Value

A data.frame or tibble with unnested and consolidated columns.

Examples

if (FALSE) { # \dontrun{
document_info_df <- get_document_info_df(model = topic_model,
texts = texts_cleaned, drop_expanded_columns = TRUE)
print(document_info_df)
} # }