transform_to_wide

Internal utility function that combines trials and tests data, aggregates
multiple repetitions (trials) per test, and pivots to wide format where
each metric-limb-test combination becomes a separate column.

internal

Provides a robust and reproducible pipeline for extracting,
cleaning, and analyzing athlete performance data generated by 'VALD'
'ForceDecks' systems. The package supports batch-oriented data processing
for large datasets, standardized data transformation workflows, and
visualization utilities for sports science research and performance
monitoring. It is designed to facilitate reproducible analysis across
multiple sports with comprehensive documentation and error handling.

Praveen D Chougale

vald.extractor

Robust Pipeline for 'VALD' 'ForceDecks' Data Extraction and
Analysis

Usha Ananthakumar

transform_to_wide function

<dl><dt>trials</dt>
<dd>Data frame. Trial-level data from <code>fetch_vald_batch()$trials</code>.</dd>
<dt>tests</dt>
<dd>Data frame. Test-level data from <code>fetch_vald_batch()$tests</code>.</dd>
<dt>aggregate_fun</dt>
<dd>Function to use for aggregating trials. Default is mean.</dd></dl>

Arguments

Create Analysis-Ready Wide-Format Dataset — transform_to_wide

<dl>

<dt>trials</dt>
<dd>Data frame. Trial-level data from <code>fetch_vald_batch()$trials</code>.</dd>


<dt>tests</dt>
<dd>Data frame. Test-level data from <code>fetch_vald_batch()$tests</code>.</dd>


<dt>aggregate_fun</dt>
<dd>Function to use for aggregating trials. Default is mean.</dd>

</dl>

transform_to_wide: Create Analysis-Ready Wide-Format Dataset

Description

Usage

Value

Arguments

Details