detect_misspelled_options

Detect misspelled options in columns to be cleaned

internal

Cleaning and standardizing tabular data package, tailored
specifically for curating epidemiological data. It streamlines various
data cleaning tasks that are typically expected when working with
datasets in epidemiology. It returns the processed data in the same
format, and generates a comprehensive report detailing the outcomes of
each cleaning task.

Bubacarr Bah

cleanepi

Clean and Standardize Epidemiological Data

Karim Mané

Thibaut Jombart

Abdoelnaser Degoot

Bankolé Ahadzie

Nuredin Mohammed

Hugo Gruson

Pratik R. Gupte

James M. Azam

Joshua W. Lambert

Chris Hartgerink

Andree Valle-Campos

London School of Hygiene and Tropical Medicine, LSHTM 

data.org 

detect_misspelled_options function

<dl><dt>data</dt>
<dd>The input <code>&lt;data.frame&gt;</code> or <code>&lt;linelist&gt;</code></dd>
<dt>dictionary</dt>
<dd>A <code>&lt;data.frame&gt;</code> 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:<dl>
<dt><code>options</code></dt>
<dd>This column contains the current values used to
represent the different groups in the input data frame (required).</dd></dl></dd><dt><code>values</code></dt>
<dd>The values that will be used to replace the current
options (required).</dd><dt><code>grp</code></dt>
<dd>The name of the columns where every option belongs to
(required).</dd><dt><code>orders</code></dt>
<dd>This defines the user-defined order of different options
(optional).</dd>
</dl>

Arguments

Detect misspelled options in columns to be cleaned — detect_misspelled_options

<dl>

<dt>data</dt>
<dd>The input <code>&lt;data.frame&gt;</code> or <code>&lt;linelist&gt;</code></dd>


<dt>dictionary</dt>
<dd>A <code>&lt;data.frame&gt;</code> 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:<dl>
<dt><code>options</code></dt>
<dd>This column contains the current values used to
represent the different groups in the input data frame (required).</dd>

<dt><code>values</code></dt>
<dd>The values that will be used to replace the current
options (required).</dd>

<dt><code>grp</code></dt>
<dd>The name of the columns where every option belongs to
(required).</dd>

<dt><code>orders</code></dt>
<dd>This defines the user-defined order of different options
(optional).</dd>


</dl></dd>

</dl>

Detect misspelled options in columns to be cleaned

detect_misspelled_options: Detect misspelled options in columns to be cleaned

Description

Usage

Value

Arguments