NaileR (version 1.2.0)

fabric: Car seat fabrics

Description

This dataset was initially collected to understand the free jar data.

Usage

fabric

Format

A data frame with 567 rows and 4 columns:

• The ID of the judge

• The product

• The reason why the product was liked or disliked

• O if the product was disliked, 1 otherwise

Examples

if (FALSE) {
# Processing time is often longer than ten seconds
# because the function uses a large language model.

library(NaileR)
data(fabric)

intro_car <- "For this consumer study,
a car seat fabric was evaluated by consumers.
Some of them didn't like it (group '0'),
others liked it (group '1'). The consumers
gave their reasons for disliking or liking the fabric."
intro_car <- gsub('\n', ' ', intro_car) |>
stringr::str_squish()

request_car <- "Based on the comments provided by the consumers,
please explain the reasons why
the fabric was not appreciated for group '0',
and the reasons why the fabric was appreciated for group '1'.
In other words, what are the drivers
for disliking and liking this fabric."
request_car <- gsub('\n', ' ', request_car) |>
stringr::str_squish()

fabric_A <- droplevels(fabric[fabric$Fabric=="A",])

res_nail_textual_fabric <- nail_textual(fabric_A, num.var = 4,
                                        num.text = 3,
                                        introduction = intro_car,
                                        request = request_car,
                                        model = 'llama3',
                                        isolate.groups = FALSE,
                                        generate = FALSE)
cat(res_nail_textual_fabric$prompt)

res_nail_textual_fabric <- nail_textual(fabric_A, num.var = 4,
                                        num.text = 3,
                                        introduction = intro_car,
                                        request = request_car,
                                        model = 'llama3',
                                        isolate.groups = FALSE,
                                        generate = TRUE)
cat(res_nail_textual_fabric$response)
}