merge_dataframes

Merges a list of dataframes by handling column collisions
through specified strategies: "intersection" or "union".

internal

Speeds up the process of loading raw data from MBA (Multiplex Bead Assay) examinations, performs quality control checks, and automatically normalises the data, preparing it for more advanced, downstream tasks. The main objective of the package is to create a simple environment for a user, who does not necessarily have experience with R language. The package is developed within the project of the same name - 'PvSTATEM', which is an international project aiming for malaria elimination.

Tymoteusz Kwiecinski

PvSTATEM

Reading, Quality Control and Preprocessing of MBA (Multiplex
Bead Assay) Data

Jakub Grzywaczewski

Mateusz Nizwantowski

Przemyslaw Biecek

Nuno Sepulveda

merge_dataframes function

<dl><dt>dataframes</dt>
<dd>A list of dataframes to merge.</dd>
<dt>column_collision_strategy</dt>
<dd>A string specifying how to handle column collisions.
"intersection" keeps only columns present in all dataframes,
"union" includes all columns from all dataframes, filling missing values.</dd>
<dt>fill_value</dt>
<dd>Value to fill in missing columns if <code>column_collision_strategy</code> is "union".</dd></dl>

Arguments

Merge dataframes — merge_dataframes

<dl>

<dt>dataframes</dt>
<dd>A list of dataframes to merge.</dd>


<dt>column_collision_strategy</dt>
<dd>A string specifying how to handle column collisions.
"intersection" keeps only columns present in all dataframes,
"union" includes all columns from all dataframes, filling missing values.</dd>


<dt>fill_value</dt>
<dd>Value to fill in missing columns if <code>column_collision_strategy</code> is "union".</dd>

</dl>

merge_dataframes: Merge dataframes

Description

Usage

Value

Arguments