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Title: Interfacing 'NaileR' with 'Shiny'
Version: 1.1.1
Description: A very small package for more convenient use of 'NaileR'. You provide a data set containing a latent variable you want to understand. It generates a description and an interpretation of this latent variable using a Large Language Model. For perceptual data, it describes the stimuli used in the experiment.
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Encoding: UTF-8
RoxygenNote: 7.3.2
Imports: dplyr, NaileR, shiny, shinycssloaders, FactoMineR, stringr
Depends: R (≥ 4.1.0)
Suggests: SensoMineR
NeedsCompilation: no
Packaged: 2025-07-13 22:12:19 UTC; sebastienle
Author: Sébastien Lê ORCID iD [aut, cre]
Maintainer: Sébastien Lê <sebastien.le@institut-agro.fr>
Repository: CRAN
Date/Publication: 2025-07-14 12:30:02 UTC

Shiny app principale

Description

Shiny app principale

Usage

shiny_nail_catdes(dataset)

Arguments

dataset

A data frame containing at least one categorical variable (factor).

Value

Launches a Shiny web application.


Launch a Shiny app for interpreting a (latent) continuous variable

Description

This function launches a Shiny app for interpreting a (latent) continuous variable with the 'Nailer' package.

Usage

shiny_nail_condes(dataset)

Arguments

dataset

A data frame containing the continuous variable to be analyzed.

Value

This function does not return a value; it launches a Shiny app.

Examples

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

library(FactoMineR)
library(stringr)
library(NaileR)
data(beard_cont)

res_ca_beard <- FactoMineR::CA(beard_cont, graph = FALSE)

beard_work <- res_ca_beard$row$coord |> as.data.frame()
beard_work <- beard_work[,1] |> cbind(beard_cont)

intro_beard <- "These data refer to 8 types of beards.
Each beard was evaluated by 62 assessors."
intro_beard <- gsub('\n', ' ', intro_beard) |>
stringr::str_squish()

req_beard <- "Please explain what differentiates beards
on both sides of the scale.
Then, give the scale a name."
req_beard <- gsub('\n', ' ', req_beard) |>
stringr::str_squish()

shiny_nail_condes(beard_work)

}

Launch a Shiny app for analyzing Quantitative Descriptive Analysis data (QDA)

Description

This function launches a Shiny app for analyzing QDA data with the 'Nailer' package. The app allows users to explore and analyze their QDA dataset.

Usage

shiny_nail_qda(dataset)

Arguments

dataset

A data frame containing the data to be analyzed.

Value

This function does not return a value; it launches a Shiny app.

Examples

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

library(SensoMineR)
data(chocolates)
shiny_nail_qda(sensochoc)

}

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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