perform_remove_constants

This function is called at each iteration of the constant data removal
process until no constant data remains.

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 

perform_remove_constants function

<dl><dt>data</dt>
<dd>The input <code>&lt;data.frame&gt;</code> or <code>&lt;linelist&gt;</code></dd>
<dt>cutoff</dt>
<dd>A <code>&lt;numeric&gt;</code> value specifying the cut-off for removing
constant data. The possible values vary between 0 (excluded) and 1
(included). The default is 1 i.e. remove rows and columns with 100%
constant data.</dd></dl>

Arguments

Remove constant data. — perform_remove_constants

<dl>

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


<dt>cutoff</dt>
<dd>A <code>&lt;numeric&gt;</code> value specifying the cut-off for removing
constant data. The possible values vary between 0 (excluded) and 1
(included). The default is 1 i.e. remove rows and columns with 100%
constant data.</dd>

</dl>

Remove constant data.

perform_remove_constants: Remove constant data.

Description

Usage

Value

Arguments