.util_internal_normalize_meta_data

Requires referred missing-tables being available by
<code>prep_get_data_frame</code>.

internal

Data quality assessments guided by a
'data quality framework introduced by Schmidt and colleagues, 2021'
<doi:10.1186/s12874-021-01252-7> target the
data quality dimensions integrity, completeness, consistency, and
accuracy. The scope of applicable functions rests on the
availability of extensive metadata which can be provided in
spreadsheet tables. Either standardized (e.g. as 'html5' reports) or
individually tailored reports can be generated. For an introduction
into the specification of corresponding metadata, please refer to the
'package website'
<https://dataquality.qihs.uni-greifswald.de/Annotation_of_Metadata.html>.

Stephan Struckmann

dataquieR

Data Quality in Epidemiological Research

University Medicine Greifswald 

Elisa Kasbohm

Joany Marino

Elena Salogni

Adrian Richter

Carsten Oliver Schmidt

German Research Foundation (DFG SCHM 2744/3-1, SCHM 2744/9-1, SCHM 2744/3-4) 

National Research Data Infrastructure for Personal Health Data: (NFDI 13/1) 

European Union’s Horizon 2020 programme (euCanSHare, grant agreement No. 825903) 

.util_internal_normalize_meta_data function

<dl><dt>meta_data</dt>
<dd><a href="/link/data.frame?package=dataquieR&version=2.1.0" data-mini-rdoc="dataquieR::data.frame">data.frame</a> the old item-level-metadata</dd>
<dt>label_col</dt>
<dd>variable attribute the name of the column in the metadata
with labels of variables</dd>
<dt>verbose</dt>
<dd><a href="/link/logical?package=dataquieR&version=2.1.0" data-mini-rdoc="dataquieR::logical">logical</a> display all estimated decisions, defaults to <code>TRUE</code>,
except if called in a dq_report2 pipeline.</dd></dl>

Arguments

Make normalizations of v2.0 item_level metadata. — .util_internal_normalize_meta_data

<dl>

<dt>meta_data</dt>
<dd><a href='https://rdrr.io/r/base/data.frame.html'>data.frame</a> the old item-level-metadata</dd>


<dt>label_col</dt>
<dd>variable attribute the name of the column in the metadata
with labels of variables</dd>


<dt>verbose</dt>
<dd><a href='https://rdrr.io/r/base/logical.html'>logical</a> display all estimated decisions, defaults to <code>TRUE</code>,
except if called in a dq_report2 pipeline.</dd>

</dl>

Make normalizations of v2.0 item_level metadata.

.util_internal_normalize_meta_data: Make normalizations of v2.0 item_level metadata.

Description

Usage

Arguments