convert_labs: Convert from Haven-style to labelr Variable Value Labels

In labelr: Label Data Frames, Variables, and Values

Convert from Haven-style to labelr Variable Value Labels

Description

Convert a data.frame with Haven package-style labels to a data.frame with labelr name labels and add_val_labs-style one-to-one, value labels.

Usage

convert_labs(data, max.unique.vals = 50)

Arguments

data	the data.frame with Haven-style vector value label attributes.
max.unique.vals	constrains the variables that may receive value labels to those whose total unique values do not exceed the integer value supplied to this argument. Note that labelr sets a hard ceiling of 5000 on the total number of unique value labels that any variable is permitted to have under any circumstance, as labelr is primarily intended for interactive use with moderately-sized (<=~1M-row) data.frames.

Value

a data.frame.

Examples

# convert haven vector labels to labelr value labels
library(haven)
library(tibble)
x1 <- labelled(1:8, c(good = 1, bad = 5))
x2 <- labelled(1:8, c(good = 1, mediocre = 4, bad = 5, horrible = 8))

# make this a tibble
hdf <- tibble::tibble(x1, x2)
hdf # how it looks

# convert value labels to labelr label values
hdf1 <- convert_labs(hdf)

# show select values of hdf1
head(hdf1)

# show that labelr labels are there for the using
head(use_val_labs(hdf1))

# filter hdf1 using x1's "bad" labelr value label (with flab())
head(flab(hdf1, x1 == "bad"), 3)

# filter hdf1 using x1's "good" value label (with flab())
head(flab(hdf1, x1 == "good"), 3)

# return select rows and columns with slab()
slab(hdf1, x2 %in% c("good", 2), x2)
slab(hdf1, x2 %in% c("good", 2), x1)

labelr documentation built on Sept. 11, 2024, 9:05 p.m.