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Reads all files in a directory that match a certain naming pattern, returning a one-word-per-row table, with stanza and line numbers for poetry and with paragraph numbers for prose. Set word=FALSE to retain one line per row.
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# library(tidyverse) | |
# library(tidytext) | |
##### Use the following function for reading a folder of prose text files. ##### | |
## Put all the text files you want to read in the same folder. If that folder's | |
## called, for example, "project2", here's the function in practice: | |
## | |
## my_table <- tidy_prose_texts(folder = "project2") | |
## | |
tidy_prose_texts <- function(folder = "data", name = ".txt", word = TRUE) { | |
tidy_one_text <- function(file, directory) { | |
tibble(document = file |> str_remove_all("[.].*"), | |
text = readLines(paste0(directory, "/", file))) |> | |
mutate(par_num = cumsum(text == "") + 1, | |
.after = document) |> | |
filter(text != "") | |
} | |
the_files <- list.files(path = paste0(folder, "/"), pattern = name) | |
full_prose <- do.call(rbind, lapply(the_files, tidy_one_text, directory=folder)) | |
if (word) { | |
full_prose <- full_prose |> | |
unnest_tokens(word, text) | |
} | |
full_prose | |
} | |
##### Use the following function for reading a folder of poetry text files. ##### | |
## Put all the text files you want to read in the same folder. If that folder's | |
## called, for example, "project2", here's the function in practice: | |
## | |
## my_table <- tidy_prose_texts(folder = "project2") | |
## | |
tidy_poetry_texts <- function(folder = "data", name = ".txt", word = TRUE) { | |
tidy_one_text <- function(file, directory) { | |
tibble(document = file |> str_remove_all("[.].*"), | |
text = readLines(paste0(directory, "/", file))) |> | |
mutate(stanza_num = cumsum(text == "") + 1) |> | |
filter(text != "") |> | |
mutate(line_num = row_number()) |> | |
relocate(stanza_num, line_num, | |
.after = document) | |
} | |
the_files <- list.files(path = paste0(folder, "/"), pattern = name) | |
full_poetry <- do.call(rbind, lapply(the_files, tidy_one_text, directory=folder)) | |
if (word) { | |
full_poetry <- full_poetry |> | |
unnest_tokens(word, text) | |
} | |
full_poetry | |
} |
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