shift_mctq.R

# # Notes
#
# * Source the file before running the functions.
# * Don't forget to uncomment the 'library' functions below.

# library(checkmate)
# library(dplyr)
# library(rutils) # https://github.com/danielvartan/rutils
# library(hms)
# library(lubridate)
# library(mctq)
# library(rlang)
# library(stringr)
# library(usethis)
# library(utils)
# library(validate)

#' Build a fictional MCTQ\eqn{^{Shift}}{ Shift} raw dataset
#'
#' @description
#'
#' `build_shift_mctq()` builds a fictional raw dataset, __for testing and
#' learning purposes__, composed of basic/measurable variables of the Munich
#' ChronoType Questionnaire (MCTQ) shift version. See
#' [`?shift_mctq`][mctq::shift_mctq] to learn more.
#'
#' @param write (optional) a [`logical`][base::logical()] value indicating if
#'   the function must write a `shift_mctq.csv` file to `"./inst/extdata/"`
#'   (default: `FALSE`).
#' @param random_cases (optional) a [`logical`][base::logical()] value
#'   indicating if the function must add random MCTQ cases besides the core
#'   ones.
#'
#' @return An invisible [`tibble`][dplyr::tibble()] with a raw
#'   MCTQ\eqn{^{Shift}}{ Shift} dataset.
#'
#' @family data functions
#' @importFrom magrittr %>%
#' @importFrom rlang .data !! :=
#' @noRd
#'
#' @examples
#' \dontrun{
#' if (requireNamespace("utils", quietly = TRUE)) {
#'     utils::View(build_shift_mctq())
#' }
#' }
build_shift_mctq <- function(write = FALSE, random_cases = TRUE) {
  checkmate::assert_flag(write)
  checkmate::assert_flag(random_cases)

  # Set IDs -----

  set.seed(1)
  reserved_id <- sample(50, 11)
  id <- seq(50)[!(seq(50) %in% reserved_id)]

  # Create cases -----

  ## Base respondent: sleeps less than the recommended on workdays and
  ##                  stretches during work-free days

  shift_mctq <- dplyr::tibble(
    `ID` = as.character(reserved_id[1]), # integer | [auto-increment]

    `W M N DAYS` = "6", # integer | [0-7]
    `W M BEDTIME` = "23:20", # hms | HMS, HM, H [0-24h]
    `W M SLEEP PREP` = "00:05", # hms | HMS, HM, H [0-24h]
    `W M SLEEP LAT` = "5", # Duration | M
    `W M SLEEP END` = "03:40", # hms | HMS, HM, H [0-24h]
    `W M TIME GU` = "10", # Duration | M
    `W M ALARM` = "Yes", # logical | Yes/No
    `W M REASONS` = "No", # logical | Yes/No
    `W M REASONS WHY` = "", # character
    `W M NAP` = "Yes", # logical | Yes/No
    `W M NAP ONSET` = "14:00", # hms | HMS, HM, H [0-24h]
    `W M NAP END` = "14:40", # hms | HMS, HM, H [0-24h]

    `F M N DAYS` = "2", # integer | [0-7]
    `F M BEDTIME` = "23:05", # hms | HMS, HM, H [0-24h]
    `F M SLEEP PREP` = "00:20", # hms | HMS, HM, H [0-24h]
    `F M SLEEP LAT` = "10", # Duration | M
    `F M SLEEP END` = "10:00", # hms | HMS, HM, H [0-24h]
    `F M TIME GU` = "25", # Duration | M
    `F M ALARM` = "No", # logical | Yes/No
    `F M REASONS` = "Yes", # logical | Yes/No
    `F M REASONS WHY` = "Child(ren)/pet(s)", # character
    `F M NAP` = "No", # logical | Yes/No
    `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
    `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

    `W E N DAYS` = "4", # integer | [0-7]
    `W E BEDTIME` = "01:45", # hms | HMS, HM, H [0-24h]
    `W E SLEEP PREP` = "02:50", # hms | HMS, HM, H [0-24h]
    `W E SLEEP LAT` = "30", # Duration | M
    `W E SLEEP END` = "08:15", # hms | HMS, HM, H [0-24h]
    `W E TIME GU` = "10", # Duration | M
    `W E ALARM` = "Yes", # logical | Yes/No
    `W E REASONS` = "Yes", # logical | Yes/No
    `W E REASONS WHY` = "Child(ren)/pet(s)", # character
    `W E NAP` = "No", # logical | Yes/No
    `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
    `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

    `F E N DAYS` = "2", # integer | [0-7]
    `F E BEDTIME` = "00:55", # hms | HMS, HM, H [0-24h]
    `F E SLEEP PREP` = "02:00", # hms | HMS, HM, H [0-24h]
    `F E SLEEP LAT` = "35", # Duration | M
    `F E SLEEP END` = "11:20", # hms | HMS, HM, H [0-24h]
    `F E TIME GU` = "15", # Duration | M
    `F E ALARM` = "No", # logical | Yes/No
    `F E REASONS` = "Yes", # logical | Yes/No
    `F E REASONS WHY` = "Hobbies", # character
    `F E NAP` = "Yes", # logical | Yes/No
    `F E NAP ONSET` = "18:40", # hms | HMS, HM, H [0-24h]
    `F E NAP END` = "19:20", # hms | HMS, HM, H [0-24h]

    `W N N DAYS` = "6", # integer | [0-7]
    `W N BEDTIME` = "07:30", # hms | HMS, HM, H [0-24h]
    `W N SLEEP PREP` = "07:55", # hms | HMS, HM, H [0-24h]
    `W N SLEEP LAT` = "55", # Duration | M
    `W N SLEEP END` = "12:35", # hms | HMS, HM, H [0-24h]
    `W N TIME GU` = "25", # Duration | M
    `W N ALARM` = "Yes", # logical | Yes/No
    `W N REASONS` = "No", # logical | Yes/No
    `W N REASONS WHY` = "", # character
    `W N NAP` = "No", # logical | Yes/No
    `W N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
    `W N NAP END` = "", # hms | HMS, HM, H [0-24h]

    `F N N DAYS` = "8", # integer | [0-7]
    `F N BEDTIME` = "21:30", # hms | HMS, HM, H [0-24h]
    `F N SLEEP PREP` = "22:55", # hms | HMS, HM, H [0-24h]
    `F N SLEEP LAT` = "75", # Duration | M
    `F N SLEEP END` = "06:20", # hms | HMS, HM, H [0-24h]
    `F N TIME GU` = "30", # Duration | M
    `F N ALARM` = "No", # logical | Yes/No
    `F N REASONS` = "No", # logical | Yes/No
    `F N REASONS WHY` = "", # character
    `F N NAP` = "Yes", # logical | Yes/No
    `F N NAP ONSET` = "12:45", # hms | HMS, HM, H [0-24h]
    `F N NAP END` = "13:10" # hms | HMS, HM, H [0-24h]
  )

  ## Random cases

  format_logical <- function(x) {
    dplyr::case_when(
      x == TRUE ~ "Yes",
      x == FALSE ~ "No"
    )
  }

  format_hms <- function(x) {
    format <- c(1, 5)
    x <- hms::hms(mctq:::extract_seconds(x))
    substr(as.character(x), format[1], format[2])
  }

  format_duration <- function(x) {
    as.character(as.numeric(x) / 60)
  }

  if (isTRUE(random_cases)) {
    for (i in id) {
      random_case <-
        random_mctq(model = "shift") |>
        dplyr::as_tibble()

      values <- list(
        w_m = c("W M", "_w_m"),
        f_m = c("F M", "_f_m"),
        w_e = c("W E", "_w_e"),
        f_r = c("F E", "_f_e"),
        w_n = c("W N", "_w_n"),
        f_n = c("F N", "_f_n")
      )

      random_case <-
        random_case |>
        dplyr::mutate(`ID` = as.character(i)) %>% # Don't change the pipe.
        dplyr::relocate(.data$`ID`, .before = .data$n_w_m)

      # nolint start: object_name_linter.
      for (i in values) {
        random_case <-
          random_case %>% # Don't change the pipe.
          dplyr::mutate(
            !!as.symbol(paste(i[1], "N DAYS")) :=
              as.character(.data[[paste0("n", i[2])]]),
            !!as.symbol(paste(i[1], "BEDTIME")) :=
              format_hms(.data[[paste0("bt", i[2])]]),
            !!as.symbol(paste(i[1], "SLEEP PREP")) :=
              format_hms(.data[[paste0("sprep", i[2])]]),
            !!as.symbol(paste(i[1], "SLEEP LAT")) :=
              format_duration(.data[[paste0("slat", i[2])]]),
            !!as.symbol(paste(i[1], "SLEEP END")) :=
              format_hms(.data[[paste0("se", i[2])]]),
            !!as.symbol(paste(i[1], "TIME GU")) :=
              format_duration(.data[[paste0("tgu", i[2])]]),
            !!as.symbol(paste(i[1], "ALARM")) :=
              format_logical(.data[[paste0("alarm", i[2])]]),
            !!as.symbol(paste(i[1], "REASONS")) :=
              format_logical(.data[[paste0("reasons", i[2])]]),
            !!as.symbol(paste(i[1], "REASONS WHY")) :=
              as.character(.data[[paste0("reasons_why", i[2])]]),
            !!as.symbol(paste(i[1], "NAP")) :=
              format_logical(.data[[paste0("nap", i[2])]]),
            !!as.symbol(paste(i[1], "NAP ONSET")) :=
              format_hms(.data[[paste0("napo", i[2])]]),
            !!as.symbol(paste(i[1], "NAP END")) :=
              format_hms(.data[[paste0("nape", i[2])]])

          ) |>
          dplyr::select(-dplyr::ends_with(i[2]))
      }
      # nolint end

      shift_mctq <- dplyr::bind_rows(shift_mctq, random_case)
    }
  }

  ## Inverted values for bedtime and sleep preparation

  shift_mctq <-
    shift_mctq |>
    dplyr::add_row(
      `ID` = as.character(reserved_id[2]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "20:20", # hms | HMS, HM, H [0-24h]  # INVERSION
      `W M SLEEP PREP` = "19:40", # hms | HMS, HM, H [0-24h]  # INVERSION
      `W M SLEEP LAT` = "5", # Duration | M
      `W M SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "5", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "Yes", # logical | Yes/No
      `W M REASONS WHY` = "Hobbies", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "13:30", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "14:10", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "23:25", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "23:50", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "20", # Duration | M
      `F M SLEEP END` = "09:05", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "70", # Duration | M
      `F M ALARM` = "No", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "No", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "00:25", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "01:05", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "15", # Duration | M
      `W E SLEEP END` = "08:15", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "25", # Duration | M
      `W E ALARM` = "No", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "Yes", # logical | Yes/No
      `W E NAP ONSET` = "19:25", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "19:55", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "02:25", # hms | HMS, HM, H [0-24h] # INVERSION
      `F E SLEEP PREP` = "01:55", # hms | HMS, HM, H [0-24h] # INVERSION
      `F E SLEEP LAT` = "25", # Duration | M
      `F E SLEEP END` = "08:55", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "25", # Duration | M
      `F E ALARM` = "No", # logical | Yes/No
      `F E REASONS` = "No", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "15:35", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "16:10", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "08:00", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "08:15", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "35", # Duration | M
      `W N SLEEP END` = "15:10", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "35", # Duration | M
      `W N ALARM` = "No", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "01:55", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "02:40", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "18:05", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "18:45", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "75", # Duration | M
      `F N SLEEP END` = "02:00", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "45", # Duration | M
      `F N ALARM` = "No", # logical | Yes/No
      `F N REASONS` = "No", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "No", # logical | Yes/No
      `F N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Presence of invalid values

    dplyr::add_row(
      `ID` = as.character(reserved_id[3]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "21:30", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "22:25", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "20", # Duration | M
      `W M SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "5", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "Yes", # logical | Yes/No
      `W M REASONS WHY` = "Hobbies", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "11:20", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "11:45", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "00:45", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "35:00", # hms | HMS, HM, H [0-24h] # INVALID
      `F M SLEEP LAT` = "30", # Duration | M
      `F M SLEEP END` = "08:40", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "10", # Duration | M
      `F M ALARM` = "No", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "Yes", # logical | Yes/No
      `F M NAP ONSET` = "17:35", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "18:05", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "00:30", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "00:55", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "10", # Duration | M
      `W E SLEEP END` = "08:20", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "30", # Duration | M
      `W E ALARM` = "Yes", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "No", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "01:00", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "01:05", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "30", # Duration | M
      `F E SLEEP END` = "09:20", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "10", # Duration | M
      `F E ALARM` = "No", # logical | Yes/No
      `F E REASONS` = "Yes", # logical | Yes/No
      `F E REASONS WHY` = "Hobbies", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "14:35", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "14:55", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "06:05", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "06:50", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "30", # Duration | M
      `W N SLEEP END` = "42:05", # hms | HMS, HM, H [0-24h] # INVALID
      `W N TIME GU` = "30", # Duration | M
      `W N ALARM` = "Yes", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "03:30", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "04:20", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "21:30", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "21:55", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "50", # Duration | M
      `F N SLEEP END` = "01:55", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "40", # Duration | M
      `F N ALARM` = "No", # logical | Yes/No
      `F N REASONS` = "Yes", # logical | Yes/No
      `F N REASONS WHY` = "Hobbies", # character
      `F N NAP` = "No", # logical | Yes/No
      `F N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Uses an alarm clock on work-free days

    dplyr::add_row(
      `ID` = as.character(reserved_id[4]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "23:25", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "23:35", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "30", # Duration | M
      `W M SLEEP END` = "04:15", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "5", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "No", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "15:55", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "16:30", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "01:25", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "01:50", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "30", # Duration | M
      `F M SLEEP END` = "08:05", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "65", # Duration | M
      `F M ALARM` = "Yes", # logical | Yes/No # ALARM == "Yes"
      `F M REASONS` = "Yes", # logical | Yes/No
      `F M REASONS WHY` = "Hobbies", # character
      `F M NAP` = "No", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "23:10", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "23:40", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "30", # Duration | M
      `W E SLEEP END` = "05:45", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "30", # Duration | M
      `W E ALARM` = "No", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "No", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "23:10", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "00:15", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "35", # Duration | M
      `F E SLEEP END` = "08:45", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "5", # Duration | M
      `F E ALARM` = "Yes", # logical | Yes/No # ALARM == "Yes"
      `F E REASONS` = "No", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "17:20", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "18:00", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "07:10", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "07:20", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "15", # Duration | M
      `W N SLEEP END` = "12:40", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "20", # Duration | M
      `W N ALARM` = "No", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "23:45", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "00:00", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "22:25", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "22:50", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "80", # Duration | M
      `F N SLEEP END` = "10:55", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "35", # Duration | M
      `F N ALARM` = "Yes", # logical | Yes/No # ALARM == "Yes"
      `F N REASONS` = "No", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "Yes", # logical | Yes/No
      `F N NAP ONSET` = "17:50", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "18:25" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Null MCTQ

    dplyr::add_row(
      `ID` = as.character(reserved_id[5]), # integer | [auto-increment]

      `W M N DAYS` = "", # integer | [0-7]
      `W M BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "", # Duration | M
      `W M SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "", # Duration | M
      `W M ALARM` = "", # logical | Yes/No
      `W M REASONS` = "", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "", # logical | Yes/No
      `W M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "", # integer | [0-7]
      `F M BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "", # Duration | M
      `F M SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "", # Duration | M
      `F M ALARM` = "", # logical | Yes/No
      `F M REASONS` = "", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "", # integer | [0-7]
      `W E BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "", # Duration | M
      `W E SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "", # Duration | M
      `W E ALARM` = "", # logical | Yes/No
      `W E REASONS` = "", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "", # integer | [0-7]
      `F E BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "", # Duration | M
      `F E SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "", # Duration | M
      `F E ALARM` = "", # logical | Yes/No
      `F E REASONS` = "", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "", # logical | Yes/No
      `F E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "", # integer | [0-7]
      `W N BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "", # Duration | M
      `W N SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "", # Duration | M
      `W N ALARM` = "", # logical | Yes/No
      `W N REASONS` = "", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "", # logical | Yes/No
      `W N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "", # integer | [0-7]
      `F N BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "", # Duration | M
      `F N SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "", # Duration | M
      `F N ALARM` = "", # logical | Yes/No
      `F N REASONS` = "", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "", # logical | Yes/No
      `F N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "" # hms | HMS, HM, H [0-24h]
    ) |>

    ## All, or almost all, basic variables have the same values

    dplyr::add_row(
      `ID` = as.character(reserved_id[6]), # integer | [auto-increment]

      `W M N DAYS` = "0", # integer | [0-7]
      `W M BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "0", # Duration | M
      `W M SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "0", # Duration | M
      `W M ALARM` = "0", # logical | Yes/No
      `W M REASONS` = "0", # logical | Yes/No
      `W M REASONS WHY` = "0", # character
      `W M NAP` = "0", # logical | Yes/No
      `W M NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "0", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "0", # integer | [0-7]
      `F M BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "0", # Duration | M
      `F M SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "0", # Duration | M
      `F M ALARM` = "0", # logical | Yes/No
      `F M REASONS` = "0", # logical | Yes/No
      `F M REASONS WHY` = "0", # character
      `F M NAP` = "0", # logical | Yes/No
      `F M NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "0", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "0", # integer | [0-7]
      `W E BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "0", # Duration | M
      `W E SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "0", # Duration | M
      `W E ALARM` = "0", # logical | Yes/No
      `W E REASONS` = "0", # logical | Yes/No
      `W E REASONS WHY` = "0", # character
      `W E NAP` = "0", # logical | Yes/No
      `W E NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "0", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "0", # integer | [0-7]
      `F E BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "0", # Duration | M
      `F E SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "0", # Duration | M
      `F E ALARM` = "0", # logical | Yes/No
      `F E REASONS` = "0", # logical | Yes/No
      `F E REASONS WHY` = "0", # character
      `F E NAP` = "0", # logical | Yes/No
      `F E NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "0", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "0", # integer | [0-7]
      `W N BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "0", # Duration | M
      `W N SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "0", # Duration | M
      `W N ALARM` = "0", # logical | Yes/No
      `W N REASONS` = "0", # logical | Yes/No
      `W N REASONS WHY` = "0", # character
      `W N NAP` = "0", # logical | Yes/No
      `W N NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "0", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "0", # integer | [0-7]
      `F N BEDTIME` = "0", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "0", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "0", # Duration | M
      `F N SLEEP END` = "0", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "0", # Duration | M
      `F N ALARM` = "0", # logical | Yes/No
      `F N REASONS` = "0", # logical | Yes/No
      `F N REASONS WHY` = "0", # character
      `F N NAP` = "0", # logical | Yes/No
      `F N NAP ONSET` = "0", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "0" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Suspicious values

    dplyr::add_row(
      `ID` = as.character(reserved_id[7]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "02:30", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `W M SLEEP PREP` = "04:00", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `W M SLEEP LAT` = "20", # Duration | M
      `W M SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `W M TIME GU` = "5", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "Yes", # logical | Yes/No
      `W M REASONS WHY` = "Hobbies", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "11:20", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "11:45", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "11:00", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `F M SLEEP PREP` = "12:30", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `F M SLEEP LAT` = "30", # Duration | M
      `F M SLEEP END` = "16:30", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `F M TIME GU` = "10", # Duration | M
      `F M ALARM` = "No", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "Yes", # logical | Yes/No
      `F M NAP ONSET` = "17:35", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "18:05", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "00:30", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "00:55", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "10", # Duration | M
      `W E SLEEP END` = "08:20", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "30", # Duration | M
      `W E ALARM` = "Yes", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "No", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "01:00", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "01:05", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "30", # Duration | M
      `F E SLEEP END` = "09:20", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "10", # Duration | M
      `F E ALARM` = "No", # logical | Yes/No
      `F E REASONS` = "Yes", # logical | Yes/No
      `F E REASONS WHY` = "Hobbies", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "10:00", # hms | HMS, HM, H [0-24h] # SUSPICIOUS
      `F E NAP END` = "19:00", # hms | HMS, HM, H [0-24h] # SUSPICIOUS

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "06:05", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "06:50", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "30", # Duration | M
      `W N SLEEP END` = "16:05", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "30", # Duration | M
      `W N ALARM` = "Yes", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "03:30", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "04:20", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "21:30", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "21:55", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "50", # Duration | M
      `F N SLEEP END` = "01:55", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "40", # Duration | M
      `F N ALARM` = "No", # logical | Yes/No
      `F N REASONS` = "Yes", # logical | Yes/No
      `F N REASONS WHY` = "Hobbies", # character
      `F N NAP` = "No", # logical | Yes/No
      `F N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Different formats

    dplyr::add_row(
      `ID` = as.character(reserved_id[8]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "11:25 PM", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W M SLEEP PREP` = "2335", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W M SLEEP LAT` = "30", # Duration | M
      `W M SLEEP END` = "0415", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W M TIME GU` = "5", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "No", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "15:55", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "16:30", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "01:25", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "01:50", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "30", # Duration | M
      `F M SLEEP END` = "08:05", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "65", # Duration | M
      `F M ALARM` = "No", # logical | Yes/No
      `F M REASONS` = "Yes", # logical | Yes/No
      `F M REASONS WHY` = "Hobbies", # character
      `F M NAP` = "No", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "11:10 PM", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W E SLEEP PREP` = "23:40 PM", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "30", # Duration | M
      `W E SLEEP END` = "0545", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W E TIME GU` = "30", # Duration | M
      `W E ALARM` = "No", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "No", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "23:10", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "00:15", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "35", # Duration | M
      `F E SLEEP END` = "08:45", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "5", # Duration | M
      `F E ALARM` = "No", # logical | Yes/No
      `F E REASONS` = "No", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "17:20 PM", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "18:00", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "07:10", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "07:20", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "15", # Duration | M
      `W N SLEEP END` = "1240", # hms | HMS, HM, H [0-24h] # AMBIGUOUS
      `W N TIME GU` = "20", # Duration | M
      `W N ALARM` = "No", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "23:45", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "00:00", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "22:25", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "22:50", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "80", # Duration | M
      `F N SLEEP END` = "10:55", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "35", # Duration | M
      `F N ALARM` = "No", # logical | Yes/No
      `F N REASONS` = "No", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "Yes", # logical | Yes/No
      `F N NAP ONSET` = "17:50", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "18:25" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Possible filling error

    dplyr::add_row(
      `ID` = as.character(reserved_id[9]), # integer | [auto-increment]

      `W M N DAYS` = "", # integer | [0-7]
      `W M BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "", # Duration | M
      `W M SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "", # Duration | M
      `W M ALARM` = "", # logical | Yes/No
      `W M REASONS` = "", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "", # logical | Yes/No
      `W M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "23:40", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "00:45", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "45", # Duration | M
      `F M SLEEP END` = "10:35", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "40", # Duration | M
      `F M ALARM` = "No", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "No", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "", # integer | [0-7]
      `W E BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "", # Duration | M
      `W E SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "", # Duration | M
      `W E ALARM` = "", # logical | Yes/No
      `W E REASONS` = "", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "", # logical | Yes/No
      `W E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "", # integer | [0-7]
      `F E BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "", # Duration | M
      `F E SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "", # Duration | M
      `F E ALARM` = "", # logical | Yes/No
      `F E REASONS` = "", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "", # logical | Yes/No
      `F E NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "07:40", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "08:15", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "35", # Duration | M
      `W N SLEEP END` = "13:20", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "40", # Duration | M
      `W N ALARM` = "No", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "No", # logical | Yes/No
      `W N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "", # integer | [0-7]
      `F N BEDTIME` = "", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "", # Duration | M
      `F N SLEEP END` = "", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "", # Duration | M
      `F N ALARM` = "", # logical | Yes/No
      `F N REASONS` = "", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "", # logical | Yes/No
      `F N NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "" # hms | HMS, HM, H [0-24h]
    ) |>

    ## Repeated workdays and work-free days values (possible carryover
    ## effect)

    dplyr::add_row(
      `ID` = as.character(reserved_id[10]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "25", # Duration | M
      `W M SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "10", # Duration | M
      `W M ALARM` = "Yes", # logical | Yes/No
      `W M REASONS` = "No", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "11:50", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "6", # integer | [0-7]
      `F M BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `F M SLEEP LAT` = "25", # Duration | M
      `F M SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `F M TIME GU` = "10", # Duration | M
      `F M ALARM` = "Yes", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "Yes", # logical | Yes/No
      `F M NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "11:50", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "6", # integer | [0-7]
      `W E BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "25", # Duration | M
      `W E SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "10", # Duration | M
      `W E ALARM` = "Yes", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "Yes", # logical | Yes/No
      `W E NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "11:50", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "6", # integer | [0-7]
      `F E BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `F E SLEEP LAT` = "25", # Duration | M
      `F E SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `F E TIME GU` = "10", # Duration | M
      `F E ALARM` = "Yes", # logical | Yes/No
      `F E REASONS` = "No", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "11:50", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "25", # Duration | M
      `W N SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "10", # Duration | M
      `W N ALARM` = "Yes", # logical | Yes/No
      `W N REASONS` = "No", # logical | Yes/No
      `W N REASONS WHY` = "", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "11:50", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "6", # integer | [0-7]
      `F N BEDTIME` = "21:10", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "21:40", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "25", # Duration | M
      `F N SLEEP END` = "04:45", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "10", # Duration | M
      `F N ALARM` = "Yes", # logical | Yes/No
      `F N REASONS` = "No", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "Yes", # logical | Yes/No
      `F N NAP ONSET` = "11:25", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "11:50", # hms | HMS, HM, H [0-24h]
    ) |>

    ## Sleep onset is equal or greater than sleep end
    ## [(s_prep + s_lat) >= se]

    dplyr::add_row(
      `ID` = as.character(reserved_id[11]), # integer | [auto-increment]

      `W M N DAYS` = "6", # integer | [0-7]
      `W M BEDTIME` = "22:00", # hms | HMS, HM, H [0-24h]
      `W M SLEEP PREP` = "22:50", # hms | HMS, HM, H [0-24h]
      `W M SLEEP LAT` = "15", # Duration | M
      `W M SLEEP END` = "04:15", # hms | HMS, HM, H [0-24h]
      `W M TIME GU` = "15", # Duration | M
      `W M ALARM` = "No", # logical | Yes/No
      `W M REASONS` = "No", # logical | Yes/No
      `W M REASONS WHY` = "", # character
      `W M NAP` = "Yes", # logical | Yes/No
      `W M NAP ONSET` = "13:35", # hms | HMS, HM, H [0-24h]
      `W M NAP END` = "14:00", # hms | HMS, HM, H [0-24h]

      `F M N DAYS` = "2", # integer | [0-7]
      `F M BEDTIME` = "05:30", # hms | HMS, HM, H [0-24h]
      `F M SLEEP PREP` = "07:00", # hms | HMS, HM, H [0-24h] # ERROR
      `F M SLEEP LAT` = "45", # Duration | M # ERROR
      `F M SLEEP END` = "07:45", # hms | HMS, HM, H [0-24h] # ERROR
      `F M TIME GU` = "20", # Duration | M
      `F M ALARM` = "Yes", # logical | Yes/No
      `F M REASONS` = "No", # logical | Yes/No
      `F M REASONS WHY` = "", # character
      `F M NAP` = "No", # logical | Yes/No
      `F M NAP ONSET` = "", # hms | HMS, HM, H [0-24h]
      `F M NAP END` = "", # hms | HMS, HM, H [0-24h]

      `W E N DAYS` = "4", # integer | [0-7]
      `W E BEDTIME` = "23:35", # hms | HMS, HM, H [0-24h]
      `W E SLEEP PREP` = "23:35", # hms | HMS, HM, H [0-24h]
      `W E SLEEP LAT` = "40", # Duration | M
      `W E SLEEP END` = "06:55", # hms | HMS, HM, H [0-24h]
      `W E TIME GU` = "25", # Duration | M
      `W E ALARM` = "Yes", # logical | Yes/No
      `W E REASONS` = "No", # logical | Yes/No
      `W E REASONS WHY` = "", # character
      `W E NAP` = "Yes", # logical | Yes/No
      `W E NAP ONSET` = "17:00", # hms | HMS, HM, H [0-24h]
      `W E NAP END` = "17:40", # hms | HMS, HM, H [0-24h]

      `F E N DAYS` = "2", # integer | [0-7]
      `F E BEDTIME` = "10:05", # hms | HMS, HM, H [0-24h]
      `F E SLEEP PREP` = "12:10", # hms | HMS, HM, H [0-24h] # ERROR
      `F E SLEEP LAT` = "5", # Duration | M # ERROR
      `F E SLEEP END` = "11:00", # hms | HMS, HM, H [0-24h] # ERROR
      `F E TIME GU` = "25", # Duration | M
      `F E ALARM` = "No", # logical | Yes/No
      `F E REASONS` = "No", # logical | Yes/No
      `F E REASONS WHY` = "", # character
      `F E NAP` = "Yes", # logical | Yes/No
      `F E NAP ONSET` = "17:35", # hms | HMS, HM, H [0-24h]
      `F E NAP END` = "17:55", # hms | HMS, HM, H [0-24h]

      `W N N DAYS` = "6", # integer | [0-7]
      `W N BEDTIME` = "07:20", # hms | HMS, HM, H [0-24h]
      `W N SLEEP PREP` = "07:45", # hms | HMS, HM, H [0-24h]
      `W N SLEEP LAT` = "20", # Duration | M
      `W N SLEEP END` = "12:45", # hms | HMS, HM, H [0-24h]
      `W N TIME GU` = "15", # Duration | M
      `W N ALARM` = "No", # logical | Yes/No
      `W N REASONS` = "Yes", # logical | Yes/No
      `W N REASONS WHY` = "Hobbies", # character
      `W N NAP` = "Yes", # logical | Yes/No
      `W N NAP ONSET` = "04:05", # hms | HMS, HM, H [0-24h]
      `W N NAP END` = "04:30", # hms | HMS, HM, H [0-24h]

      `F N N DAYS` = "8", # integer | [0-7]
      `F N BEDTIME` = "19:40", # hms | HMS, HM, H [0-24h]
      `F N SLEEP PREP` = "20:25", # hms | HMS, HM, H [0-24h]
      `F N SLEEP LAT` = "55", # Duration | M
      `F N SLEEP END` = "04:40", # hms | HMS, HM, H [0-24h]
      `F N TIME GU` = "20", # Duration | M
      `F N ALARM` = "No", # logical | Yes/No
      `F N REASONS` = "No", # logical | Yes/No
      `F N REASONS WHY` = "", # character
      `F N NAP` = "Yes", # logical | Yes/No
      `F N NAP ONSET` = "14:05", # hms | HMS, HM, H [0-24h]
      `F N NAP END` = "14:45" # hms | HMS, HM, H [0-24h]
    )

  shift_mctq <-
    shift_mctq %>% # Don't change the pipe.
    dplyr::arrange(as.integer(.data$`ID`))

  # Write and return output -----

  if (isTRUE(write)) {
    if (!(dir.exists("./inst/extdata/"))) dir.create("./inst/extdata/")

    shift_mctq |>
      utils::write.csv(
        paste0("./inst/extdata/", "shift_mctq", ".csv"),
        row.names = FALSE,
        quote = FALSE
      )
  }

  invisible(shift_mctq)
}

#' Tidy `build_shift_mctq()` output
#'
#' @description
#'
#' `tidy_shift_mctq` tidy the output of `build_shift_mctq()`. See
#' [`?shift_mctq`][mctq::shift_mctq] to learn more.
#'
#' @details
#'
#' Here, the process of _tiding_ a dataset is understood as transforming it in
#' input data, like described in Loo and Jonge (2018). It's a very similar
#' process of tiding data described in the workflow proposed by Wickham and
#' Grolemund (n.d.).
#'
#' Please note that input data is not the same as valid data. To get a valid
#' `shift_mctq` data, run `validate_shift_mctq()`.
#'
#' To learn more about the concept of tidy data, see Wickham (2014) and
#' Wickham and Grolemund (n.d.).
#'
#' @param write (optional) a [`logical`][base::logical()] value indicating if
#'   the function must write a `shift_mctq.rda` file to `"./data/"` (default:
#'   `FALSE`).
#'
#' @return An invisible [`tibble`][dplyr::tibble()] with a tidied, but not
#'   validated, MCTQ\eqn{^{Shift}}{ Shift} dataset.
#'
#' @template references_e
#' @family data functions
#' @importFrom magrittr %>%
#' @importFrom rlang .data !! :=
#' @noRd
#'
#' @examples
#' \dontrun{
#' \dontrun{
#' if (requireNamespace("utils", quietly = TRUE)) {
#'     utils::View(tidy_shift_mctq())
#' }
#' }
tidy_shift_mctq <- function(write = FALSE) {
  # Check arguments -----

  checkmate::assert_flag(write)

  # Set values -----

  shift_mctq <- build_shift_mctq()

  # Clean NULL cases -----

  fix_character <- function(x) {
    x <- trimws(x)

    for (i in c("", "NA")) {
      x <- dplyr::na_if(x, i)
    }

    x
  }

  shift_mctq <-
    shift_mctq |>
    dplyr::mutate(dplyr::across(.fns = fix_character)) |>
    dplyr::rowwise() |>
    dplyr::mutate(
      length = dplyr::n_distinct(dplyr::c_across(-.data$ID))
    ) %>% # Don't change the pipe.
    dplyr::mutate(dplyr::across(
      -.data$ID,
      .fns = ~ ifelse(length <= 2, NA, .x)
    )
    ) |>
    dplyr::ungroup() |>
    dplyr::select(-length)

  # Convert columns -----

  pattern_1 <- "^([-+])?(2[4-9]|[3-9]\\d|\\d{3,})(:)?[0-5]\\d((:)?[0-5]\\d)?"

  values <- list(
    w_m = c("W M", "_w_m"),
    f_m = c("F M", "_f_m"),
    w_e = c("W E", "_w_e"),
    f_r = c("F E", "_f_e"),
    w_n = c("W N", "_w_n"),
    f_n = c("F N", "_f_n")
  )

  shift_mctq <- # Don't change the pipe.
    shift_mctq %>%
    dplyr::mutate(id = as.integer(.data$`ID`)) %>%
    dplyr::select(-.data$`ID`) %>%
    dplyr::relocate(.data$id, .before = .data$`W M N DAYS`)

  for (i in values) {
    shift_mctq <-
      shift_mctq %>% # Don't change the pipe.
      dplyr::mutate(
        !!as.symbol(paste0("n", i[2])) :=
          as.integer(.data[[paste(i[1], "N DAYS")]]),
        !!as.symbol(paste0("bt", i[2])) :=
          mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "BEDTIME")]], c("HM", "IMp")
          ))),
        !!as.symbol(paste0("sprep", i[2])) := dplyr::case_when(
          grepl(
            pattern_1, .data[[paste(i[1], "SLEEP PREP")]],
            perl = TRUE
          ) ~ mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "SLEEP PREP")]], "HM"
          )
          )),
          TRUE ~ mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "SLEEP PREP")]], c("HM", "IMp")
          )
          ))
        ),
        !!as.symbol(paste0("slat", i[2])) :=
          mctq:::shush(lubridate::dminutes(as.numeric(
            .data[[paste(i[1], "SLEEP LAT")]]
          ))),
        !!as.symbol(paste0("se", i[2])) := dplyr::case_when(
          grepl(
            pattern_1, .data[[paste(i[1], "SLEEP END")]],
            perl = TRUE
          ) ~ mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "SLEEP END")]], "HM"
          ))),
          TRUE ~ mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "SLEEP END")]], c("HM", "IMp")
          )))
        ),
        !!as.symbol(paste0("tgu", i[2])) :=
          mctq:::shush(lubridate::dminutes(as.numeric(
            .data[[paste(i[1], "TIME GU")]]
          ))),
        !!as.symbol(paste0("alarm", i[2])) := dplyr::case_when(
          tolower(.data[[paste(i[1], "ALARM")]]) == "yes" ~ TRUE,
          tolower(.data[[paste(i[1], "ALARM")]]) == "no" ~ FALSE
        ),
        !!as.symbol(paste0("reasons", i[2])) := dplyr::case_when(
          tolower(.data[[paste(i[1], "REASONS")]]) == "yes" ~ TRUE,
          tolower(.data[[paste(i[1], "REASONS")]]) == "no" ~ FALSE
        ),
        !!as.symbol(paste0("reasons_why", i[2])) :=
          .data[[paste(i[1], "REASONS WHY")]],
        !!as.symbol(paste0("nap", i[2])) := dplyr::case_when(
          tolower(.data[[paste(i[1], "NAP")]]) == "yes" ~ TRUE,
          tolower(.data[[paste(i[1], "NAP")]]) == "no" ~ FALSE
        ),
        !!as.symbol(paste0("napo", i[2])) :=
          mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "NAP ONSET")]], c("HM", "IMp")
          ))),
        !!as.symbol(paste0("nape", i[2])) :=
          mctq:::shush(hms::as_hms(lubridate::parse_date_time(
            .data[[paste(i[1], "NAP END")]], c("HM", "IMp")
          )))
      ) |>
      dplyr::select(-dplyr::starts_with(i[1]))
  }

  # Write and output dataset -----

  if (isTRUE(write)) usethis::use_data(shift_mctq, overwrite = TRUE)

  invisible(shift_mctq)
}

#' Validate `tidy_shift_mctq()` output
#'
#' @description
#'
#' `validate_shift_mctq()` validates the output of `tidy_shift_mctq()`.
#' See [`?shift_mctq`][mctq::shift_mctq] to learn more.
#'
#' @details
#'
#' Here, the process of _validating_ a dataset is understood as detecting
#' invalid data, by checking whether data satisfies certain assumptions from
#' domain knowledge, to them, removing or, if possible, fixing them. You can
#' find more about data validation and error location in Loo and Jonge (2018).
#'
#' This process can be considered as part of the process of transforming data,
#' described in the workflow proposed by Wickham and Grolemund (n.d.).
#'
#' @return An invisible [`tibble`][dplyr::tibble()] with a validated
#'   MCTQ\eqn{^{Shift}}{ Shift} dataset.
#'
#' @inheritParams tidy_shift_mctq
#' @template references_d
#' @family data functions
#' @importFrom magrittr %>%
#' @importFrom rlang .data := !!
#' @noRd
#'
#' @examples
#' \dontrun{
#' if (requireNamespace("utils", quietly = TRUE)) {
#'     utils::View(validate_shift_mctq())
#' }
#' }
validate_shift_mctq <- function(write = FALSE) {
  # TODO -----
  #
  # * Adapt this process by using `errorlocate` package with `validate`.

  # Check arguments -----

  checkmate::assert_flag(write)

  # Set values -----

  set.seed(1)
  reserved_id <- sample(50, 11)
  shift_mctq <- tidy_shift_mctq()

  # Do univariate validation -----

  hms_0 <- hms::parse_hm("00:00")
  hms_24 <- hms::parse_hm("24:00")
  duration_0 <- lubridate::dhours(0)
  duration_6 <- lubridate::dhours(6)

  validate_hms <- function(x) {
    dplyr::case_when(
      x == hms_24 ~ hms_0,
      x >= hms_0 & x < hms_24 ~ x
    )
  }

  validate_duration <- function(x) {
    dplyr::case_when(
      validate::in_range(x, min = duration_0, max = duration_6) ~ x
    )
  }

  cols_1 <- stringr::str_subset(names(shift_mctq),
                                "^bt|^sprep|^se|^napo|^nape")
  cols_2 <- stringr::str_subset(names(shift_mctq), "^slat|^tgu")

  shift_mctq <-
    shift_mctq |>
    dplyr::mutate(
      dplyr::across(dplyr::all_of(cols_1), validate_hms),
      dplyr::across(dplyr::all_of(cols_2), validate_duration)
    )

  # Do multivariate validation -----

  for (i in c("_w_m", "_f_m", "_w_e", "_f_e", "_w_n", "_f_n")) {
    bt_i <- paste0("bt", i)
    sprep_i <- paste0("sprep", i)

    shift_mctq <-
      shift_mctq |>
      dplyr::mutate(
        dummy = dplyr::case_when(
          mctq::assign_date(!!as.symbol(bt_i), !!as.symbol(sprep_i)) >
            lubridate::dhours(12) ~ TRUE,
          TRUE ~ FALSE
        ),
        bkp = !!as.symbol(bt_i),
        !!as.symbol(bt_i) := dplyr::if_else(
          dummy, !!as.symbol(sprep_i), !!as.symbol(bt_i)
        ),
        !!as.symbol(sprep_i) := dplyr::if_else(
          dummy, bkp, !!as.symbol(sprep_i)
        )
      ) |>
      dplyr::select(-dummy, -bkp)
  }

  for (i in c("_w_m", "_f_m", "_w_e", "_f_e", "_w_n", "_f_n")) {
    sprep_i <- paste0("sprep", i)
    slat_i <- paste0("slat", i)
    se_i <- paste0("se", i)

    test <-
      shift_mctq |>
      dplyr::mutate(
        so_i = mctq::so(!!as.symbol(sprep_i), !!as.symbol(slat_i)),
        sd_i = mctq::sdu(so_i, !!as.symbol(se_i)),
        dummy = dplyr::case_when(
          sd_i < lubridate::dhours(2) |
            sd_i > lubridate::dhours(18) ~ TRUE,
          TRUE ~ FALSE
        )
      ) |>
      dplyr::select(dummy)

    shift_mctq <-
      dplyr::bind_cols(shift_mctq, test) |>
      dplyr::mutate(
        dplyr::across(
          dplyr::ends_with(i),
          ~ dplyr::if_else(dummy, rutils:::na_as(.x), .x)
        )
      ) |>
      dplyr::select(-dummy)
  }

  # Clean invalid cases -----

  ## Cases: "Suspicious values" and "Repeated workdays and work-free days
  ## values (possible carryover effect)"

  invalid <- c(reserved_id[7], reserved_id[10]) # nolint

  shift_mctq <-
    shift_mctq |>
    dplyr::rowwise() %>% # Don't change the pipe.
    dplyr::mutate(
      dplyr::across(
        -.data$id,
        .fns = ~ dplyr::if_else(.data$id %in% invalid, rutils:::na_as(.x), .x)
      )
    ) |>
    dplyr::ungroup()

  # Fix/impute linked data -----

  for (i in c("_w_m", "_f_m", "_w_e", "_f_e", "_w_n", "_f_n")) {
    shift_mctq <-
      shift_mctq |>
      dplyr::mutate(
        !!as.symbol(paste0("reasons_why", i)) := dplyr::case_when(
          !!as.symbol(paste0("reasons_why", i)) == "no" ~
            as.character(NA),
          TRUE ~ !!as.symbol(paste0("reasons_why", i))
        ),
        !!as.symbol(paste0("reasons", i)) := dplyr::case_when(
          !is.na(!!as.symbol(paste0("reasons_why", i))) ~ TRUE,
          TRUE ~ !!as.symbol(paste0("reasons", i))
        )
      )
  }

  # Write and output dataset -----

  if (isTRUE(write)) usethis::use_data(shift_mctq, overwrite = TRUE)

  invisible(shift_mctq)
}

#' Analyze `validate_shift_mctq()` output
#'
#' @description
#'
#' `analyse_shift_mctq()` computes and creates the non-measured MCTQ variables
#' based on the output of `validate_shift_mctq()`. See
#' [`?shift_mctq`][mctq::shift_mctq] to learn more.
#'
#' @details
#'
#' Computing and creating new variables is part of the process of producing
#' statistics, like described in Loo and Jonge (2018). It's also a part of the
#' process of transforming data, described in the workflow proposed by Wickham
#' and Grolemund (n.d.).
#'
#' @return An invisible [`tibble`][dplyr::tibble()] with all the variables
#'   proposed for a MCTQ\eqn{^{Shift}}{ Shift} dataset.
#'
#' @inheritParams tidy_shift_mctq
#' @inheritParams pretty_mctq
#' @template references_d
#' @family data functions
#' @importFrom magrittr %>%
#' @importFrom rlang .data !! :=
#' @noRd
#'
#' @examples
#' \dontrun{
#' if (requireNamespace("utils", quietly = TRUE)) {
#'     utils::View(analyze_shift_mctq())
#' }
#' }
analyze_shift_mctq <- function(write = FALSE, round = TRUE, hms = FALSE) {
  # Check arguments -----

  checkmate::assert_flag(write)
  checkmate::assert_flag(round)
  checkmate::assert_flag(hms)

  # Set values -----

  shift_mctq <- validate_shift_mctq()

  # Create computed variables -----

  for (i in c("_w_m", "_f_m", "_w_e", "_f_e", "_w_n", "_f_n")) {
    ms <- paste0("ms", stringr::str_extract(i, "._.$"))

    shift_mctq <-
      shift_mctq |>
      dplyr::mutate(
        !!as.symbol(paste0("so", i)) :=
          mctq::so(!!as.symbol(paste0("sprep", i)),
                   !!as.symbol(paste0("slat", i))),
        !!as.symbol(paste0("gu", i)) :=
          mctq::gu(!!as.symbol(paste0("se", i)),
                   !!as.symbol(paste0("tgu", i))),
        !!as.symbol(paste0("sd", i)) :=
          mctq::sdu(!!as.symbol(paste0("so", i)),
                    !!as.symbol(paste0("se", i))),
        !!as.symbol(paste0("tbt", i)) :=
          mctq::tbt(!!as.symbol(paste0("bt", i)),
                    !!as.symbol(paste0("gu", i))),
        !!as.symbol(ms) :=
          mctq::msl(!!as.symbol(paste0("so", i)),
                    !!as.symbol(paste0("sd", i))),
        !!as.symbol(paste0("napd", i)) :=
          mctq::napd(!!as.symbol(paste0("napo", i)),
                     !!as.symbol(paste0("nape", i))),
        !!as.symbol(paste0("sd24", i)) :=
          mctq::sd24(!!as.symbol(paste0("sd", i)),
                     !!as.symbol(paste0("napd", i)),
                     !!as.symbol(paste0("nap", i)))
      )
  }

  for (i in c("_m", "_e", "_n")) {
    shift_mctq <-
      shift_mctq |>
      dplyr::mutate(
        !!as.symbol(paste0("sd_overall", i)) :=
          mctq::sd_overall(!!as.symbol(paste0("sd_w", i)),
                           !!as.symbol(paste0("sd_f", i)),
                           !!as.symbol(paste0("n_w", i)),
                           !!as.symbol(paste0("n_f", i))),
        !!as.symbol(paste0("msf_sc", i)) :=
          mctq::msf_sc(!!as.symbol(paste0("msf", i)),
                       !!as.symbol(paste0("sd_w", i)),
                       !!as.symbol(paste0("sd_f", i)),
                       !!as.symbol(paste0("sd_overall", i)),
                       !!as.symbol(paste0("alarm_f", i))),
        !!as.symbol(paste0("sjl_rel", i)) :=
          mctq::sjl_rel(!!as.symbol(paste0("msw", i)),
                        !!as.symbol(paste0("msf", i))),
        !!as.symbol(paste0("sjl", i)) :=
          abs(!!as.symbol(paste0("sjl_rel", i))),
        !!as.symbol(paste0("sjl_sc_rel", i)) :=
          mctq::sjl_sc_rel(!!as.symbol(paste0("so_w", i)),
                           !!as.symbol(paste0("se_w", i)),
                           !!as.symbol(paste0("so_f", i)),
                           !!as.symbol(paste0("se_f", i))),
        !!as.symbol(paste0("sjl_sc", i)) :=
          abs(!!as.symbol(paste0("sjl_sc_rel", i)))
      )
  }

  shift_mctq <-
    shift_mctq |>
    dplyr::mutate(
      sjl_weighted = mctq::sjl_weighted(
        sjl = list(sjl_m = sjl_m, sjl_e = sjl_e, sjl_n = sjl_n),
        n = list(n_w_m = n_w_m, n_w_e = n_w_e, n_w_n = n_w_n)
      ),
      sjl_sc_weighted = mctq::sjl_weighted(
        sjl = list(sjl_sc_m = sjl_sc_m, sjl_sc_e = sjl_sc_e,
                   sjl_sc_n = sjl_sc_n),
        n = list(n_w_m = n_w_m, n_w_e = n_w_e, n_w_n = n_w_n)
      )
    ) |>
    dplyr::relocate(
      id,

      n_w_m, bt_w_m, sprep_w_m, slat_w_m, so_w_m, se_w_m, tgu_w_m,
      gu_w_m, alarm_w_m, reasons_w_m, reasons_why_w_m, sd_w_m, tbt_w_m,
      msw_m, nap_w_m, napo_w_m, nape_w_m, napd_w_m, sd24_w_m,

      n_f_m, bt_f_m, sprep_f_m, slat_f_m, so_f_m, se_f_m, tgu_f_m,
      gu_f_m, alarm_f_m, reasons_f_m, reasons_why_f_m, sd_f_m, tbt_f_m,
      msf_m, nap_f_m, napo_f_m, nape_f_m, napd_f_m, sd24_f_m,

      sd_overall_m, msf_sc_m, sjl_rel_m, sjl_m, sjl_sc_rel_m, sjl_sc_m,

      n_w_e, bt_w_e, sprep_w_e, slat_w_e, so_w_e, se_w_e, tgu_w_e,
      gu_w_e, alarm_w_e, reasons_w_e, reasons_why_w_e, sd_w_e, tbt_w_e,
      msw_e, nap_w_e, napo_w_e, nape_w_e, napd_w_e, sd24_w_e,

      n_f_e, bt_f_e, sprep_f_e, slat_f_e, so_f_e, se_f_e, tgu_f_e,
      gu_f_e, alarm_f_e, reasons_f_e, reasons_why_f_e, sd_f_e, tbt_f_e,
      msf_e, nap_f_e, napo_f_e, nape_f_e, napd_f_e, sd24_f_e,

      sd_overall_e, msf_sc_e, sjl_rel_e, sjl_e, sjl_sc_rel_e, sjl_sc_e,

      n_w_n, bt_w_n, sprep_w_n, slat_w_n, so_w_n, se_w_n, tgu_w_n,
      gu_w_n, alarm_w_n, reasons_w_n, reasons_why_w_n, sd_w_n, tbt_w_n,
      msw_n, nap_w_n, napo_w_n, nape_w_n, napd_w_n, sd24_w_n,

      n_f_n, bt_f_n, sprep_f_n, slat_f_n, so_f_n, se_f_n, tgu_f_n,
      gu_f_n, alarm_f_n, reasons_f_n, reasons_why_f_n, sd_f_n, tbt_f_n,
      msf_n, nap_f_n, napo_f_n, nape_f_n, napd_f_n, sd24_f_n,

      sd_overall_n, msf_sc_n, sjl_rel_n, sjl_n, sjl_sc_rel_n, sjl_sc_n,

      sjl_weighted, sjl_sc_weighted
    )

  # Apply corrections to `sjl_rel` and `sjl` -----

  ## Helper:
  ## shift_mctq_hms <- pretty_mctq(shift_mctq)
  ## test <- dplyr::select(shift_mctq_hms, msf_m, msw_m, sjl_rel_m)

  cases <- c(39)

  shift_mctq <-
    shift_mctq |>
    dplyr::rowwise() %>% # Don't change the pipe.
    dplyr::mutate(
      sjl_rel_n = dplyr::if_else(
        .data$id %in% cases,
        sjl_rel(.data$msw_n, .data$msf_n, method = "longer"),
        .data$sjl_rel_n
      ),
      sjl_sc_rel_n = dplyr::if_else(
        .data$id %in% cases,
        sjl_sc_rel(.data$so_w_n, .data$se_w_n, .data$so_f_n,
                   .data$se_f_n, method = "longer"),
        .data$sjl_sc_rel_n
      )
    ) |>
    dplyr::ungroup() %>% # Don't change the pipe.
    dplyr::mutate(
      sjl_n = abs(.data$sjl_rel_n),
      sjl_sc_n = abs(.data$sjl_sc_rel_n)
    )

  # Make MCTQ pretty -----

  shift_mctq <-
    shift_mctq |>
    pretty_mctq(round = round, hms = hms)

  # Write and output dataset -----

  if (isTRUE(write)) usethis::use_data(shift_mctq, overwrite = TRUE)

  invisible(shift_mctq)
}

# raw <- build_shift_mctq()
# tidy <- tidy_shift_mctq()
# valid <- validate_shift_mctq()
# analysis <- analyze_shift_mctq()