skim_with_labels_and_levels: Skim a dataframe and include labels and levels

In tidyprompt: Prompt Large Language Models and Enhance Their Functionality

Skim a dataframe and include labels and levels

Description

This function takes a data.frame and returns a skim summary with variable names, labels, and levels for categorical variables. It is a wrapper around the skimr::skim() function.

Usage

skim_with_labels_and_levels(data)

Arguments

data	A data.frame to be skimmed

Value

A data.frame with variable names, labels, levels, and a skim summary

See Also

Other text_helpers: df_to_string(), vector_list_to_string()

Examples

# First add some labels to 'mtcars':
mtcars$car <- rownames(mtcars)
mtcars$car <- factor(mtcars$car, levels = rownames(mtcars))
attr(mtcars$car, "label") <- "Name of the car"

# Then skim the data:
mtcars |>
  skim_with_labels_and_levels()

tidyprompt documentation built on April 4, 2025, 12:24 a.m.