Detect misspelled options in columns to be cleaned

Usage

detect_misspelled_options(data, dictionary)

Arguments

data

The input <data.frame> or <linelist>

dictionary

A <data.frame> with the dictionary associated with the input data. This is expected to be compatible with the matchmaker package and must contain the following four columns:

options: This column contains the current values used to represent the different groups in the input data frame (required).
values: The values that will be used to replace the current options (required).
grp: The name of the columns where every option belongs to (required).
orders: This defines the user-defined order of different options (optional).

Value

A <list> with the indexes of the misspelled values in every column that needs to be cleaned.