diff --git a/404.html b/404.html
index ee19d094..2d5e3abb 100644
--- a/404.html
+++ b/404.html
@@ -34,6 +34,12 @@
       <ul class="navbar-nav me-auto">
 <li class="nav-item"><a class="nav-link" href="https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="https://agdamsbo.github.io/FreesearchR/reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles">
+<li><a class="dropdown-item" href="https://agdamsbo.github.io/FreesearchR/articles/data-types.html">Data types</a></li>
+  </ul>
+</li>
 <li class="nav-item"><a class="nav-link" href="https://agdamsbo.github.io/FreesearchR/ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="https://agdamsbo.github.io/FreesearchR/QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="https://agdamsbo.github.io/FreesearchR/news/index.html">Changelog</a></li>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 03952296..d3e1333f 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
diff --git a/LICENSE.html b/LICENSE.html
index 13d7d0a8..b07e6872 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
diff --git a/QA.html b/QA.html
index 49c11f19..940c1f6a 100644
--- a/QA.html
+++ b/QA.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="active nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
diff --git a/ROADMAP.html b/ROADMAP.html
index 059ff3c6..fe7f4809 100644
--- a/ROADMAP.html
+++ b/ROADMAP.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="active nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
@@ -37,44 +41,40 @@
 
 <div id="project-roadmap" class="section level1">
 
-<p>The current state of the app is considered experimental, and a lot of things are still changing. It is, however, in a usable state, with basic functions available to the user.</p>
-<p>Below are some (the actual list is quite long and growing) of the planned features and improvements:</p>
-<ul><li>
-<p>Additional study designs in regression models (expansion of the regression analysis functionality have been put on hold for now to focus on the more basic use-cases):</p>
+<p>The current state of the app is considered experimental, however, from version 25.4.2, the <strong><em>FreesearchR</em></strong> app is considered functional and can be used for data evaluation and analyses.</p>
+<p>Below are some (the actual list is quite long and growing) of the planned new features and improvements:</p>
+<div class="section level3">
+<h3 id="implementation-in-real-world-clinical-studies-and-projects">Implementation in real world clinical studies and projects<a class="anchor" aria-label="anchor" href="#implementation-in-real-world-clinical-studies-and-projects"></a></h3>
+<p>This really is the main goal of the whole project.</p>
+</div>
+<div class="section level3">
+<h3 id="new-features">New features:<a class="anchor" aria-label="anchor" href="#new-features"></a></h3>
+<ul class="task-list"><li><p><label><input type="checkbox">Merge data from multiple sources (you can merge sheets from a workbook (xls or ods), but this would allow merging several files and/or REDcap data)</label></p></li>
+<li><p><label><input type="checkbox">Additional plot types (bar plots, <em>others…</em>)</label></p></li>
+<li><p><label><input type="checkbox">Missingness analysis panel</label></p></li>
+</ul></div>
+<div class="section level3">
+<h3 id="expanded-options-for-regression-models">Expanded options for regression models:<a class="anchor" aria-label="anchor" href="#expanded-options-for-regression-models"></a></h3>
+<p>Expansion of the regression analysis functionality have been put on hold for now to focus on the more basic use-cases):</p>
+<p>More study designs</p>
 <ul class="task-list"><li><p><label><input type="checkbox" checked>Cross-sectional data analyses</label></p></li>
 <li><p><label><input type="checkbox">Longitudinal data analyses</label></p></li>
 <li><p><label><input type="checkbox">Survival analysis</label></p></li>
-<li><p><label><input type="checkbox">Stratified analyses</label></p></li>
-</ul></li>
-<li>
-<p>More detailed variable browser</p>
-<ul class="task-list"><li><p><label><input type="checkbox" checked>Add histograms for data distribution. 2025-01-16</label></p></li>
-<li><p><label><input type="checkbox" checked>Option to edit labels. 2025-01-16</label></p></li>
-</ul></li>
-<li>
-<p>More output controls</p>
-<ul class="task-list"><li><p><label><input type="checkbox" checked><del>Theming output tables</del> The “JAMA” theme is the new standard.</label></p></li>
-<li><p><label><input type="checkbox" checked><del>Select analyses to include in report.</del> Includes characteristics table and regression table if present. No other analyses are intended for the report as of now.</label></p></li>
-</ul></li>
-<li><p><label><input type="checkbox" checked>Export modified data. 2025-01-16</label></p></li>
-<li><p><label><input type="checkbox" checked>Include reproducible code for all steps (maybe not all, but most steps, and the final dataset can be exported) 2025-04-10</label></p></li>
-<li><p><label><input type="checkbox" checked><del>Modify factor levels</del> Factor level modifications is possible through converting factors to numeric &gt; cutting numeric with desired fixed values. 2024-12-12</label></p></li>
-<li><p><label><input type="checkbox" checked>More options for date/datetime/time grouping/factoring. Included weekday and month-only options. 2024-12-12</label></p></li>
-<li>
-<p>Graphs and plots</p>
-<ul class="task-list"><li><p><label><input type="checkbox" checked>Correlation matrix plot for data exploration 2025-2-20</label></p></li>
-<li><p><label><input type="checkbox" checked>Grotta bars for ordianl outcomes (and sankey) 2025-3-17</label></p></li>
-<li><p><label><input type="checkbox" checked>Coefficient plotting for regression analyses (forest plot) 2025-2-20</label></p></li>
-</ul></li>
-</ul><p>Documentation:</p>
-<ul class="task-list"><li><p><label><input type="checkbox">Complete getting started page describing all functionality.</label></p></li>
-<li><p><label><input type="checkbox">Streamlined functions documentation</label></p></li>
-</ul><p>New features:</p>
-<ul class="task-list"><li><p><label><input type="checkbox">Merge data from multiple sources (this would in itself be a great feature, but not of highest importance)</label></p></li>
-<li><p><label><input type="checkbox">Additional plot types (missingness, <em>others…</em>)</label></p></li>
+</ul><p>Other regression models</p>
+<ul class="task-list"><li><p><label><input type="checkbox">Stratified analyses</label></p></li>
+<li><p><label><input type="checkbox">Mixed models of repeated measures</label></p></li>
+<li><p><label><input type="checkbox">Cox regression analyses</label></p></li>
+</ul><p>Data handling</p>
+<ul class="task-list"><li><label><input type="checkbox">Transforming data (transpose and pivoting)</label></li>
 </ul></div>
+<div class="section level3">
+<h3 id="improved-documentation">Improved documentation:<a class="anchor" aria-label="anchor" href="#improved-documentation"></a></h3>
+<ul class="task-list"><li><label><input type="checkbox">Video walk-through of central functions</label></li>
+</ul></div>
+</div>
 
-  </main></div>
+  </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
+    </nav></aside></div>
 
 
     <footer><div class="pkgdown-footer-left">
diff --git a/articles/FreesearchR.html b/articles/FreesearchR.html
index 61f8685a..7f51cf33 100644
--- a/articles/FreesearchR.html
+++ b/articles/FreesearchR.html
@@ -34,6 +34,12 @@
       <ul class="navbar-nav me-auto">
 <li class="active nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles">
+<li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul>
+</li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -138,6 +144,30 @@ data insights and code generation for basic plotting to fine tune.</p>
 </div>
 </div>
 <div class="section level3">
+<h3 id="data">Data<a class="anchor" aria-label="anchor" href="#data"></a>
+</h3>
+<p>This is the panel to get a good overview of your data, check data is
+classed and formatted correctly, perform simple modifications and filter
+data.</p>
+<div class="section level4">
+<h4 id="summary">Summary<a class="anchor" aria-label="anchor" href="#summary"></a>
+</h4>
+<p>Here, the data variables can be inspected with a simple visualisation
+and a few key measures. Also, data filtering is available at two
+levels:</p>
+<ul>
+<li><p>Data type filtering allows to filter by variable <a href="">data
+type</a></p></li>
+<li><p>Observations level filtering allow to filter data by
+variable</p></li>
+</ul>
+</div>
+<div class="section level4">
+<h4 id="modify">Modify<a class="anchor" aria-label="anchor" href="#modify"></a>
+</h4>
+</div>
+</div>
+<div class="section level3">
 <h3 id="evaluate">Evaluate<a class="anchor" aria-label="anchor" href="#evaluate"></a>
 </h3>
 <p>This panel allows for basic data evaluation.</p>
@@ -219,29 +249,6 @@ visualise data distribution</td>
 set relationships</td>
 </tr>
 <tr class="odd">
-<td align="left">ordinal</td>
-<td align="left">Stacked horizontal bars</td>
-<td align="left">A classical way of visualising the distribution of an
-ordinal scale like the modified Ranking Scale and known as Grotta
-bars</td>
-</tr>
-<tr class="even">
-<td align="left">ordinal</td>
-<td align="left">Violin plot</td>
-<td align="left">A modern alternative to the classic boxplot to
-visualise data distribution</td>
-</tr>
-<tr class="odd">
-<td align="left">ordinal</td>
-<td align="left">Sankey plot</td>
-<td align="left">A way of visualising change between groups</td>
-</tr>
-<tr class="even">
-<td align="left">ordinal</td>
-<td align="left">Box plot</td>
-<td align="left">A classic way to plot data distribution by groups</td>
-</tr>
-<tr class="odd">
 <td align="left">categorical</td>
 <td align="left">Stacked horizontal bars</td>
 <td align="left">A classical way of visualising the distribution of an
@@ -277,6 +284,41 @@ fine tune all the small details.</p>
 <p>This section is only intended for very simple explorative analyses
 and as a proof-of-concept for now. If you are doing complex regression
 analyses you should probably just write the code yourself.</p>
+<p>Below are the available regression types listed.</p>
+<table class="table">
+<colgroup>
+<col width="16%">
+<col width="46%">
+<col width="15%">
+<col width="21%">
+</colgroup>
+<thead><tr class="header">
+<th align="left">Data type</th>
+<th align="left">Regression model</th>
+<th align="left">Function</th>
+<th align="left">Study design</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">continuous</td>
+<td align="left">Linear regression model</td>
+<td align="left">stats::lm</td>
+<td align="left">cross-sectional</td>
+</tr>
+<tr class="even">
+<td align="left">dichotomous</td>
+<td align="left">Logistic regression model</td>
+<td align="left">stats::glm</td>
+<td align="left">cross-sectional</td>
+</tr>
+<tr class="odd">
+<td align="left">categorical</td>
+<td align="left">Ordinal logistic regression model</td>
+<td align="left">MASS::polr</td>
+<td align="left">cross-sectional</td>
+</tr>
+</tbody>
+</table>
 <div class="section level4">
 <h4 id="table">Table<a class="anchor" aria-label="anchor" href="#table"></a>
 </h4>
@@ -305,7 +347,7 @@ Choose which model(s) to include.</p>
 model results. Choose between MS Word or LibreOffice format.</p>
 </div>
 <div class="section level4">
-<h4 id="data">Data<a class="anchor" aria-label="anchor" href="#data"></a>
+<h4 id="data-1">Data<a class="anchor" aria-label="anchor" href="#data-1"></a>
 </h4>
 <p>Export the modified dataset in different formats.</p>
 </div>
diff --git a/articles/data-types.html b/articles/data-types.html
new file mode 100644
index 00000000..899b5dc6
--- /dev/null
+++ b/articles/data-types.html
@@ -0,0 +1,169 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+<meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<title>Data types • FreesearchR</title>
+<script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet">
+<link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet">
+<link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet">
+<link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet">
+<script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
+<meta property="og:title" content="Data types">
+</head>
+<body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+
+
+    <nav class="navbar navbar-expand-lg fixed-top bg-primary" data-bs-theme="dark" aria-label="Site navigation"><div class="container">
+
+    <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.4.3</small>
+
+
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto">
+<li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
+<li class="nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="active nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles">
+<li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul>
+</li>
+<li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
+<li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
+<li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
+      </ul>
+<ul class="navbar-nav">
+<li class="nav-item"><form class="form-inline" role="search">
+ <input class="form-control" type="search" name="search-input" id="search-input" autocomplete="off" aria-label="Search site" placeholder="Search for" data-search-index="../search.json">
+</form></li>
+<li class="nav-item"><a class="external-link nav-link" href="https://github.com/agdamsbo/FreesearchR/" aria-label="GitHub"><span class="fa fab fa-github fa-lg"></span></a></li>
+      </ul>
+</div>
+
+
+  </div>
+</nav><div class="container template-article">
+
+
+
+
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+
+      <h1>Data types</h1>
+            
+      
+      <small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/vignettes/data-types.Rmd" class="external-link"><code>vignettes/data-types.Rmd</code></a></small>
+      <div class="d-none name"><code>data-types.Rmd</code></div>
+    </div>
+
+    
+    
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/agdamsbo/FreesearchR" class="external-link">FreesearchR</a></span><span class="op">)</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; Attaching package: 'FreesearchR'</span></span>
+<span><span class="co">#&gt; The following object is masked from 'package:base':</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt;     sort_by</span></span></code></pre></div>
+<div class="section level2">
+<h2 id="a-clinical-data-class">A clinical data class<a class="anchor" aria-label="anchor" href="#a-clinical-data-class"></a>
+</h2>
+<p>Traditionally in <em>R</em>, data is identified by classes, like
+numeric, integer, double, logical, factor etc. These classes can be a
+little confusing from a clinical or operational standpoint. In the
+<strong><em>FreesearchR</em></strong> app, these classes has been
+simplified and modified to the following data types, that are assigned
+on a prioritised order like the following:</p>
+<table class="table">
+<colgroup>
+<col width="14%">
+<col width="50%">
+<col width="35%">
+</colgroup>
+<thead><tr class="header">
+<th align="left">Data type</th>
+<th align="left">Description</th>
+<th align="left">Data classes included</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">empty</td>
+<td align="left">Variable of all NAs</td>
+<td align="left">Any class</td>
+</tr>
+<tr class="even">
+<td align="left">monotone</td>
+<td align="left">Variable with only one unique value</td>
+<td align="left">Any class</td>
+</tr>
+<tr class="odd">
+<td align="left">dichotomous</td>
+<td align="left">Variable with only two unique values</td>
+<td align="left">Any class</td>
+</tr>
+<tr class="even">
+<td align="left">categorical</td>
+<td align="left">Factor variable</td>
+<td align="left">factor (ordered or unordered)</td>
+</tr>
+<tr class="odd">
+<td align="left">text</td>
+<td align="left">Character variable</td>
+<td align="left">character</td>
+</tr>
+<tr class="even">
+<td align="left">datetime</td>
+<td align="left">Variable of time, date or datetime values</td>
+<td align="left">hms, Date, POSIXct and POSIXt</td>
+</tr>
+<tr class="odd">
+<td align="left">continuous</td>
+<td align="left">Numeric variable</td>
+<td align="left">numeric, integer or double</td>
+</tr>
+<tr class="even">
+<td align="left">unknown</td>
+<td align="left">Anything not falling within the previous</td>
+<td align="left">Any other class</td>
+</tr>
+</tbody>
+</table>
+<p>Categorising data in this way makes sense when making choices on how
+to evaluate and analyse data. This is used throughout the
+<strong><em>FreesearchR</em></strong> app to simplify data handling.</p>
+</div>
+  </main>
+</div>
+
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p>Developed by Andreas Gammelgaard Damsbo. Provided without <strong>any warranty</strong>.</p>
+</div>
+
+    </footer>
+</div>
+
+
+
+
+
+  </body>
+</html>
diff --git a/articles/index.html b/articles/index.html
index 1ca41d9a..35e5a3b6 100644
--- a/articles/index.html
+++ b/articles/index.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -38,7 +42,9 @@
       <h3>All vignettes</h3>
       <div class="section-desc"></div>
 
-      <dl><dt><a href="FreesearchR.html">FreesearchR</a></dt>
+      <dl><dt><a href="data-types.html">Data types</a></dt>
+        <dd>
+        </dd><dt><a href="FreesearchR.html">FreesearchR</a></dt>
         <dd>
       </dd></dl></div>
   </main></div>
diff --git a/authors.html b/authors.html
index d1100ca6..215852e6 100644
--- a/authors.html
+++ b/authors.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
diff --git a/index.html b/index.html
index cb611492..9ebf1c3b 100644
--- a/index.html
+++ b/index.html
@@ -36,6 +36,12 @@
       <ul class="navbar-nav me-auto">
 <li class="nav-item"><a class="nav-link" href="articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles">
+<li><a class="dropdown-item" href="articles/data-types.html">Data types</a></li>
+  </ul>
+</li>
 <li class="nav-item"><a class="nav-link" href="ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="news/index.html">Changelog</a></li>
@@ -86,6 +92,16 @@
 </h2>
 <p>Please note that the <strong><em>FreesearchR</em></strong> project is released with a <a href="https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html" class="external-link">Contributor Code of Conduct</a>. By contributing to this project, you agree to abide by its terms.</p>
 </div>
+<div class="section level2">
+<h2 id="acknowledgements">Acknowledgements<a class="anchor" aria-label="anchor" href="#acknowledgements"></a>
+</h2>
+<p>Like any other project, this project was never possible without the great work of others. These are some of the sources and packages I have used:</p>
+<ul>
+<li><p>The <strong><em>FreesearchR</em></strong> app is build with <a href="https://shiny.posit.co/" class="external-link">Shiny</a> and based on (<em>R</em>)[<a href="https://www.r-project.org/" class="external-link uri">https://www.r-project.org/</a>].</p></li>
+<li><p><a href="https://www.danieldsjoberg.com/gtsummary/" class="external-link">gtsummary</a>: superb and flexible way to create publication-ready analytical and summary tables.</p></li>
+<li><p><a href="https://github.com/dreamRs" class="external-link">dreamRs</a>: maintainers of a broad selection of great extensions and tools for <a href="https://shiny.posit.co/" class="external-link">Shiny</a>.</p></li>
+</ul>
+</div>
 </div>
   </main><aside class="col-md-3"><div class="links">
 <h2 data-toc-skip>Links</h2>
diff --git a/news/index.html b/news/index.html
index 0a00c1d1..1d8deba3 100644
--- a/news/index.html
+++ b/news/index.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="active nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/pkgdown.yml b/pkgdown.yml
index 90782cff..5e1b2293 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,8 +2,9 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles:
+  data-types: data-types.html
   FreesearchR: FreesearchR.html
-last_built: 2025-04-15T15:13Z
+last_built: 2025-04-22T12:15Z
 urls:
   reference: https://agdamsbo.github.io/FreesearchR/reference
   article: https://agdamsbo.github.io/FreesearchR/articles
diff --git a/reference/add_class_icon.html b/reference/add_class_icon.html
index b7626c68..d769c103 100644
--- a/reference/add_class_icon.html
+++ b/reference/add_class_icon.html
@@ -1,5 +1,5 @@
 <!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Convert class grid column to icon — add_class_icon • FreesearchR</title><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Convert class grid column to icon — add_class_icon"><meta name="description" content="Convert class grid column to icon"><meta property="og:description" content="Convert class grid column to icon"></head><body>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Convert class grid column to icon — add_class_icon • FreesearchR</title><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Convert class grid column to icon — add_class_icon"><meta name="description" content="Convert class grid column to icon"><meta property="og:description" content="Convert class grid column to icon"><!-- dependencies from examples --><script src="libs/htmlwidgets-1.6.4/htmlwidgets.js"></script><script src="libs/datagrid-binding-0.4.0/datagrid.js"></script><link href="libs/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="libs/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"></head><body>
     <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
 
 
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -68,8 +72,10 @@
 <span class="r-in"><span>  <span class="fu"><a href="overview_vars.html">overview_vars</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">toastui</span><span class="fu">::</span><span class="fu"><a href="https://dreamrs.github.io/toastui/reference/datagrid.html" class="external-link">datagrid</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">add_class_icon</span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error:</span> grid_columns: Variable(s) class are not valid columns in data passed to datagrid()</span>
-</code></pre></div>
+<div class="datagrid html-widget" height="432.632880098888" id="htmlwidget-ac96cb3ee4656e2e9ec3" style="width:700px;height:432.632880098888px; margin-bottom: 15px;" width="700">
+  <div id="htmlwidget-ac96cb3ee4656e2e9ec3-container"></div>
+</div>
+<script type="application/json" data-for="htmlwidget-ac96cb3ee4656e2e9ec3">{"x":{"nrow":11,"ncol":7,"data":[["numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric"],["numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric","numeric"],["mpg","cyl","disp","hp","drat","wt","qsec","vs","am","gear","carb"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],"colnames":["icon","class","name","n_missing","p_complete","n_unique","vals"],"options":{"columns":[{"header":"icon","name":"icon","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"class","name":"class","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"},"type":"datagrid.renderer.format","options":{"formatted":["<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>","<i class=\"fas fa-calculator\" role=\"presentation\" aria-label=\"calculator icon\"><\/i>"]}},"width":60},{"header":"name","name":"name","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"n_missing","name":"n_missing","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"p_complete","name":"p_complete","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"n_unique","name":"n_unique","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}},{"header":"vals","name":"vals","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}}}],"bodyHeight":"fitToParent","draggable":false,"usageStatistics":false,"contextMenu":null,"rowHeight":"auto"},"theme":"clean","themeOptions":{"cell":{"normal":{"showHorizontalBorder":true}}},"language":"en","languageOptions":[],"filters":false,"rowAttributes":[],"validationInput":false,"dataAsInput":false,"dragInput":false},"evals":["options.columns.1.renderer.type"],"jsHooks":[]}</script></code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
     </nav></aside></div>
diff --git a/reference/add_sparkline.html b/reference/add_sparkline.html
index bedff1f1..62d33406 100644
--- a/reference/add_sparkline.html
+++ b/reference/add_sparkline.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -75,10 +79,10 @@
 <span class="r-in"><span>  <span class="fu">toastui</span><span class="fu">::</span><span class="fu"><a href="https://dreamrs.github.io/toastui/reference/datagrid.html" class="external-link">datagrid</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">add_sparkline</span><span class="op">(</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">grid</span></span></span>
-<div class="datagrid html-widget" height="432.632880098888" id="htmlwidget-d258b2ee1c304ebe1664" style="width:700px;height:432.632880098888px; margin-bottom: 15px;" width="700">
-  <div id="htmlwidget-d258b2ee1c304ebe1664-container"></div>
+<div class="datagrid html-widget" height="432.632880098888" id="htmlwidget-b8f31ebacaee3527bb86" style="width:700px;height:432.632880098888px; margin-bottom: 15px;" width="700">
+  <div id="htmlwidget-b8f31ebacaee3527bb86-container"></div>
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   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
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diff --git a/reference/align_axes.html b/reference/align_axes.html
index 4ba3f165..62a2466f 100644
--- a/reference/align_axes.html
+++ b/reference/align_axes.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/all_but.html b/reference/all_but.html
index a761179f..ef5bc9dd 100644
--- a/reference/all_but.html
+++ b/reference/all_but.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/append_column.html b/reference/append_column.html
index 8cd08788..55862ff2 100644
--- a/reference/append_column.html
+++ b/reference/append_column.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/append_list.html b/reference/append_list.html
index daee73a7..aae3c607 100644
--- a/reference/append_list.html
+++ b/reference/append_list.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/argsstring2list.html b/reference/argsstring2list.html
index 06c4111d..6434321e 100644
--- a/reference/argsstring2list.html
+++ b/reference/argsstring2list.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/baseline_table.html b/reference/baseline_table.html
index bbd323c3..78eafcc6 100644
--- a/reference/baseline_table.html
+++ b/reference/baseline_table.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/class_icons.html b/reference/class_icons.html
index d46c84d2..ee03dca8 100644
--- a/reference/class_icons.html
+++ b/reference/class_icons.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/clean_common_axis.html b/reference/clean_common_axis.html
index 9f40c314..b99bdfb6 100644
--- a/reference/clean_common_axis.html
+++ b/reference/clean_common_axis.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/clean_date.html b/reference/clean_date.html
index 266735b5..91fa1f7e 100644
--- a/reference/clean_date.html
+++ b/reference/clean_date.html
@@ -17,6 +17,10 @@
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       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/clean_sep.html b/reference/clean_sep.html
index 06a7d855..cd87c82b 100644
--- a/reference/clean_sep.html
+++ b/reference/clean_sep.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/columnSelectInput.html b/reference/columnSelectInput.html
index 60d9047e..bbb1076b 100644
--- a/reference/columnSelectInput.html
+++ b/reference/columnSelectInput.html
@@ -19,6 +19,10 @@ Adds the option to select "none" which is handled later'></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/contrast_text.html b/reference/contrast_text.html
index 79d45bd7..1e8774a0 100644
--- a/reference/contrast_text.html
+++ b/reference/contrast_text.html
@@ -19,6 +19,10 @@ background color."></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/create_baseline.html b/reference/create_baseline.html
index 2fb67136..faca0be7 100644
--- a/reference/create_baseline.html
+++ b/reference/create_baseline.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/create_log_tics.html b/reference/create_log_tics.html
index c381f902..21804488 100644
--- a/reference/create_log_tics.html
+++ b/reference/create_log_tics.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/create_overview_datagrid.html b/reference/create_overview_datagrid.html
index 2cfabbde..2a09c0a5 100644
--- a/reference/create_overview_datagrid.html
+++ b/reference/create_overview_datagrid.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -63,10 +67,10 @@
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="overview_vars.html">overview_vars</a></span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">create_overview_datagrid</span><span class="op">(</span><span class="op">)</span></span></span>
-<div class="datagrid html-widget" height="432.632880098888" id="htmlwidget-b8f31ebacaee3527bb86" style="width:700px;height:432.632880098888px; margin-bottom: 15px;" width="700">
-  <div id="htmlwidget-b8f31ebacaee3527bb86-container"></div>
+<div class="datagrid html-widget" height="432.632880098888" id="htmlwidget-b25b670b028f478bf741" style="width:700px;height:432.632880098888px; margin-bottom: 15px;" width="700">
+  <div id="htmlwidget-b25b670b028f478bf741-container"></div>
 </div>
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'%';}"},{"header":"Unique","name":"n_unique","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}},"resizable":true},{"header":"Distribution","name":"vals","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}},"resizable":true,"width":120}],"bodyHeight":"fitToParent","draggable":false,"usageStatistics":false,"contextMenu":null,"rowHeight":"auto"},"theme":"default","themeOptions":{"selection":{},"scrollbar":{},"outline":{},"frozenBorder":{},"area":{"header":{"border":"#4C566A"},"body":{},"summary":{}},"row":{"odd":{},"even":{},"dummy":{},"hover":{}},"cell":{"normal":{"background":"#FFF","border":"#D8DEE9","showVerticalBorder":true,"showHorizontalBorder":true},"header":{"border":"#D8DEE9"},"rowHeader":{},"summary":{"border":"#D8DEE9","showVerticalBorder":true,"showHorizontalBorder":true},"selectedHeader":{},"selectedRowHeader":{},"focused":{},"focusedInactive":{},"required":{},"editable":{},"disabled":{},"invalid":{}}},"language":"en","languageOptions":[],"filters":false,"rowAttributes":[],"validationInput":false,"dataAsInput":false,"dragInput":false},"evals":["options.columns.0.renderer.type","options.columns.4.formatter"],"jsHooks":[]}</script></code></pre></div>
+<script type="application/json" 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'%';}"},{"header":"Unique","name":"n_unique","sortable":true,"align":"right","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}},"resizable":true},{"header":"Distribution","name":"vals","sortable":true,"align":"left","whiteSpace":"normal","renderer":{"styles":{"wordBreak":"normal"}},"resizable":true,"width":120}],"bodyHeight":"fitToParent","draggable":false,"usageStatistics":false,"contextMenu":null,"rowHeight":"auto"},"theme":"default","themeOptions":{"selection":{},"scrollbar":{},"outline":{},"frozenBorder":{},"area":{"header":{"border":"#4C566A"},"body":{},"summary":{}},"row":{"odd":{},"even":{},"dummy":{},"hover":{}},"cell":{"normal":{"background":"#FFF","border":"#D8DEE9","showVerticalBorder":true,"showHorizontalBorder":true},"header":{"border":"#D8DEE9"},"rowHeader":{},"summary":{"border":"#D8DEE9","showVerticalBorder":true,"showHorizontalBorder":true},"selectedHeader":{},"selectedRowHeader":{},"focused":{},"focusedInactive":{},"required":{},"editable":{},"disabled":{},"invalid":{}}},"language":"en","languageOptions":[],"filters":false,"rowAttributes":[],"validationInput":false,"dataAsInput":false,"dragInput":false},"evals":["options.columns.0.renderer.type","options.columns.4.formatter"],"jsHooks":[]}</script></code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
     </nav></aside></div>
diff --git a/reference/custom_theme.html b/reference/custom_theme.html
index 94af0512..182f4c12 100644
--- a/reference/custom_theme.html
+++ b/reference/custom_theme.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/cut-variable.html b/reference/cut-variable.html
index a1c44019..89f4584e 100644
--- a/reference/cut-variable.html
+++ b/reference/cut-variable.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/cut_var.html b/reference/cut_var.html
index 6f60448d..1e9ee78c 100644
--- a/reference/cut_var.html
+++ b/reference/cut_var.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data-correlations.html b/reference/data-correlations.html
index d48c1727..af3a53f8 100644
--- a/reference/data-correlations.html
+++ b/reference/data-correlations.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data-import.html b/reference/data-import.html
index 9b036f48..d3f8eda2 100644
--- a/reference/data-import.html
+++ b/reference/data-import.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data-plots.html b/reference/data-plots.html
index c1e75fbc..c03d0296 100644
--- a/reference/data-plots.html
+++ b/reference/data-plots.html
@@ -35,6 +35,10 @@ Beatiful violin plot"></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data-summary.html b/reference/data-summary.html
index 2ac08c51..f0b0cf18 100644
--- a/reference/data-summary.html
+++ b/reference/data-summary.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data_description.html b/reference/data_description.html
index 40c1b112..e5e093f2 100644
--- a/reference/data_description.html
+++ b/reference/data_description.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data_type.html b/reference/data_type.html
index d6df5ba2..93f9c24d 100644
--- a/reference/data_type.html
+++ b/reference/data_type.html
@@ -19,6 +19,10 @@ meaningful "clinical" data type.'></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data_type_filter.html b/reference/data_type_filter.html
index 75e32b35..7bbe8e0c 100644
--- a/reference/data_type_filter.html
+++ b/reference/data_type_filter.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/data_types.html b/reference/data_types.html
index 42edcabc..5fb19dd8 100644
--- a/reference/data_types.html
+++ b/reference/data_types.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -53,8 +57,70 @@
     <div class="section level2">
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">data_types</span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "dichotomous" "ordinal"     "categorical" "datatime"    "continuous" </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [6] "text"        "empty"       "monotone"    "unknown"    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $empty</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $empty$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Variable of all NAs"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $empty$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Any class"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $monotone</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $monotone$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Variable with only one unique value"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $monotone$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Any class"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $dichotomous</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $dichotomous$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Variable with only two unique values"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $dichotomous$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Any class"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $categorical</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $categorical$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Factor variable"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $categorical$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "factor (ordered or unordered)"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $text</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $text$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Character variable"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $text$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "character"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $datetime</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $datetime$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Variable of time, date or datetime values"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $datetime$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "hms, Date, POSIXct and POSIXt"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $continuous</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $continuous$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Numeric variable"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $continuous$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "numeric, integer or double"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $unknown</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $unknown$descr</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Anything not falling within the previous"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> $unknown$classes</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "Any other class"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 </code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
diff --git a/reference/default_format_arguments.html b/reference/default_format_arguments.html
index 2b0f15ca..a573d5b2 100644
--- a/reference/default_format_arguments.html
+++ b/reference/default_format_arguments.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/default_parsing.html b/reference/default_parsing.html
index 83bb6535..5bca303b 100644
--- a/reference/default_parsing.html
+++ b/reference/default_parsing.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/drop_empty_event.html b/reference/drop_empty_event.html
index bda5502d..61da5314 100644
--- a/reference/drop_empty_event.html
+++ b/reference/drop_empty_event.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/expression_string.html b/reference/expression_string.html
index 8754fce5..8dd3cd5d 100644
--- a/reference/expression_string.html
+++ b/reference/expression_string.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/factorize.html b/reference/factorize.html
index c23a2d81..09072d53 100644
--- a/reference/factorize.html
+++ b/reference/factorize.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -64,7 +68,7 @@
 
     <div class="section level2">
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">factorize</span><span class="op">(</span><span class="va">mtcars</span>,<span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span><span class="op">)</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">factorize</span><span class="op">(</span><span class="va">mtcars</span>, <span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Mazda RX4             21   6   160 110  3.9  2.62 16.46  0  1    4    4</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Mazda RX4 Wag         21   6   160 110  3.9 2.875 17.02  0  1    4    4</span>
diff --git a/reference/file_export.html b/reference/file_export.html
index bc272fde..b06d3e3c 100644
--- a/reference/file_export.html
+++ b/reference/file_export.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/format_writer.html b/reference/format_writer.html
index 55b71cdd..62787535 100644
--- a/reference/format_writer.html
+++ b/reference/format_writer.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/get_fun_options.html b/reference/get_fun_options.html
index 812ec0b8..c62de8e1 100644
--- a/reference/get_fun_options.html
+++ b/reference/get_fun_options.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/get_label.html b/reference/get_label.html
index 53035df8..961c0948 100644
--- a/reference/get_label.html
+++ b/reference/get_label.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/get_plot_options.html b/reference/get_plot_options.html
index dc52f905..2b1a34dc 100644
--- a/reference/get_plot_options.html
+++ b/reference/get_plot_options.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/getfun.html b/reference/getfun.html
index b467da41..28245eb8 100644
--- a/reference/getfun.html
+++ b/reference/getfun.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -133,7 +137,7 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span>         z$qr &lt;- NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>     z</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> }</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;bytecode: 0x55954c6341f0&gt;</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> &lt;bytecode: 0x564d4d394a68&gt;</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> &lt;environment: namespace:stats&gt;</span>
 </code></pre></div>
     </div>
diff --git a/reference/gg_theme_export.html b/reference/gg_theme_export.html
index 5d4720c0..bf8fa630 100644
--- a/reference/gg_theme_export.html
+++ b/reference/gg_theme_export.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/gg_theme_shiny.html b/reference/gg_theme_shiny.html
index 27cc889b..3d5d1c20 100644
--- a/reference/gg_theme_shiny.html
+++ b/reference/gg_theme_shiny.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/ggeulerr.html b/reference/ggeulerr.html
index 2cd4aded..4db62c49 100644
--- a/reference/ggeulerr.html
+++ b/reference/ggeulerr.html
@@ -21,6 +21,10 @@ but plots it using ggplot2"></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/grepl_fix.html b/reference/grepl_fix.html
index 56f397d6..2461ba09 100644
--- a/reference/grepl_fix.html
+++ b/reference/grepl_fix.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/if_not_missing.html b/reference/if_not_missing.html
index a35bda85..ff3e94f9 100644
--- a/reference/if_not_missing.html
+++ b/reference/if_not_missing.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/import-file-type.html b/reference/import-file-type.html
index 32885fc8..5f73eb72 100644
--- a/reference/import-file-type.html
+++ b/reference/import-file-type.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/import-file.html b/reference/import-file.html
index 83d024d9..8f72e124 100644
--- a/reference/import-file.html
+++ b/reference/import-file.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/import-file_module.html b/reference/import-file_module.html
index 12269a4c..9d8021f3 100644
--- a/reference/import-file_module.html
+++ b/reference/import-file_module.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/index.html b/reference/index.html
index 873e0b43..982eb494 100644
--- a/reference/index.html
+++ b/reference/index.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -353,6 +357,12 @@
         <dd>Test is date/datetime/time</dd>
       </dl><dl><dt>
 
+          <code><a href="is_identical_to_previous.html">is_identical_to_previous()</a></code>
+
+        </dt>
+        <dd>Test if element is identical to the previous</dd>
+      </dl><dl><dt>
+
           <code><a href="is_valid_redcap_url.html">is_valid_redcap_url()</a></code>
 
         </dt>
diff --git a/reference/index_embed.html b/reference/index_embed.html
index 1365ae16..ab744bcb 100644
--- a/reference/index_embed.html
+++ b/reference/index_embed.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/is_any_class.html b/reference/is_any_class.html
index ef50d9c9..91a207b5 100644
--- a/reference/is_any_class.html
+++ b/reference/is_any_class.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/is_consecutive.html b/reference/is_consecutive.html
index a5951fb2..0cabf599 100644
--- a/reference/is_consecutive.html
+++ b/reference/is_consecutive.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/is_datetime.html b/reference/is_datetime.html
index 7ccc3b1c..21f18a69 100644
--- a/reference/is_datetime.html
+++ b/reference/is_datetime.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/is_identical_to_previous.html b/reference/is_identical_to_previous.html
new file mode 100644
index 00000000..57791f4b
--- /dev/null
+++ b/reference/is_identical_to_previous.html
@@ -0,0 +1,98 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Test if element is identical to the previous — is_identical_to_previous • FreesearchR</title><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Montserrat-0.4.10/font.css" rel="stylesheet"><link href="../deps/Public_Sans-0.4.10/font.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/all.min.css" rel="stylesheet"><link href="../deps/font-awesome-6.5.2/css/v4-shims.min.css" rel="stylesheet"><script src="../deps/headroom-0.11.0/headroom.min.js"></script><script src="../deps/headroom-0.11.0/jQuery.headroom.min.js"></script><script src="../deps/bootstrap-toc-1.0.1/bootstrap-toc.min.js"></script><script src="../deps/clipboard.js-2.0.11/clipboard.min.js"></script><script src="../deps/search-1.0.0/autocomplete.jquery.min.js"></script><script src="../deps/search-1.0.0/fuse.min.js"></script><script src="../deps/search-1.0.0/mark.min.js"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Test if element is identical to the previous — is_identical_to_previous"><meta name="description" content="Test if element is identical to the previous"><meta property="og:description" content="Test if element is identical to the previous"></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
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+    <a class="navbar-brand me-2" href="../index.html">FreesearchR</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">25.4.3</small>
+
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+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
+<li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
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+<li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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+      </ul><ul class="navbar-nav"><li class="nav-item"><form class="form-inline" role="search">
+ <input class="form-control" type="search" name="search-input" id="search-input" autocomplete="off" aria-label="Search site" placeholder="Search for" data-search-index="../search.json"></form></li>
+<li class="nav-item"><a class="external-link nav-link" href="https://github.com/agdamsbo/FreesearchR/" aria-label="GitHub"><span class="fa fab fa-github fa-lg"></span></a></li>
+      </ul></div>
+
+
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+
+      <h1>Test if element is identical to the previous</h1>
+      <small class="dont-index">Source: <a href="https://github.com/agdamsbo/FreesearchR/blob/main/R/helpers.R" class="external-link"><code>R/helpers.R</code></a></small>
+      <div class="d-none name"><code>is_identical_to_previous.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Test if element is identical to the previous</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">is_identical_to_previous</span><span class="op">(</span><span class="va">data</span>, no.name <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+
+
+<dl><dt id="arg-data">data<a class="anchor" aria-label="anchor" href="#arg-data"></a></dt>
+<dd><p>data. vector, data.frame or list</p></dd>
+
+
+<dt id="arg-no-name">no.name<a class="anchor" aria-label="anchor" href="#arg-no-name"></a></dt>
+<dd><p>logical to remove names attribute before testing</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    <p>logical vector</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">3</span>, <span class="fl">3</span>, <span class="fl">2</span>, <span class="fl">4</span>, <span class="fl">4</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">is_identical_to_previous</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
+<span class="r-in"><span><span class="va">mtcars</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">3</span>, <span class="fl">3</span>, <span class="fl">2</span>, <span class="fl">4</span>, <span class="fl">4</span><span class="op">)</span><span class="op">]</span> <span class="op">|&gt;</span> <span class="fu">is_identical_to_previous</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
+<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="fl">2</span><span class="op">)</span>, <span class="st">"A"</span>, <span class="st">"a"</span>, <span class="st">"a"</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">is_identical_to_previous</span><span class="op">(</span><span class="op">)</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE  TRUE FALSE FALSE FALSE  TRUE</span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.1.1.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p>Developed by Andreas Gammelgaard Damsbo. Provided without <strong>any warranty</strong>.</p>
+</div>
+
+    </footer></div>
+
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+
diff --git a/reference/is_valid_redcap_url.html b/reference/is_valid_redcap_url.html
index ba33f33d..7da10406 100644
--- a/reference/is_valid_redcap_url.html
+++ b/reference/is_valid_redcap_url.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/is_valid_token.html b/reference/is_valid_token.html
index 7c8cbe45..5203dc70 100644
--- a/reference/is_valid_token.html
+++ b/reference/is_valid_token.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/launch_FreesearchR.html b/reference/launch_FreesearchR.html
index 0895a160..09f2bc1e 100644
--- a/reference/launch_FreesearchR.html
+++ b/reference/launch_FreesearchR.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/limit_log.html b/reference/limit_log.html
index 1417dc31..074ea6bf 100644
--- a/reference/limit_log.html
+++ b/reference/limit_log.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/line_break.html b/reference/line_break.html
index 0be7d602..1d16ab96 100644
--- a/reference/line_break.html
+++ b/reference/line_break.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/merge_expression.html b/reference/merge_expression.html
index 7f451b13..923dc46e 100644
--- a/reference/merge_expression.html
+++ b/reference/merge_expression.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/merge_long.html b/reference/merge_long.html
index 20b51620..1c49b3ca 100644
--- a/reference/merge_long.html
+++ b/reference/merge_long.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/missing_fraction.html b/reference/missing_fraction.html
index ab1e115b..3411175e 100644
--- a/reference/missing_fraction.html
+++ b/reference/missing_fraction.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/modify_qmd.html b/reference/modify_qmd.html
index 948ce552..03461550 100644
--- a/reference/modify_qmd.html
+++ b/reference/modify_qmd.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/overview_vars.html b/reference/overview_vars.html
index d9a60b2e..d8a5454c 100644
--- a/reference/overview_vars.html
+++ b/reference/overview_vars.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -62,19 +66,19 @@
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">overview_vars</span><span class="op">(</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 11 × 7</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    icon        type        name  n_missing p_complete n_unique vals        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;named list&gt;</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> continuous  continuous  mpg           0          1       25 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> continuous  continuous  cyl           0          1        3 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> continuous  continuous  disp          0          1       27 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> continuous  continuous  hp            0          1       22 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> continuous  continuous  drat          0          1       22 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> continuous  continuous  wt            0          1       29 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> continuous  continuous  qsec          0          1       30 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> dichotomous dichotomous vs            0          1        2 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> dichotomous dichotomous am            0          1        2 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> continuous  continuous  gear          0          1        3 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> continuous  continuous  carb          0          1        6 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    icon    class   name  n_missing p_complete n_unique vals        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;named list&gt;</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> numeric numeric mpg           0          1       25 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> numeric numeric cyl           0          1        3 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> numeric numeric disp          0          1       27 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> numeric numeric hp            0          1       22 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> numeric numeric drat          0          1       22 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> numeric numeric wt            0          1       29 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> numeric numeric qsec          0          1       30 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> numeric numeric vs            0          1        2 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> numeric numeric am            0          1        2 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> numeric numeric gear          0          1        3 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> numeric numeric carb          0          1        6 <span style="color: #949494;">&lt;dbl [32]&gt;</span>  </span>
 </code></pre></div>
     </div>
   </main><aside class="col-md-3"><nav id="toc" aria-label="Table of contents"><h2>On this page</h2>
diff --git a/reference/pipe_string.html b/reference/pipe_string.html
index 112068fb..7f0cd843 100644
--- a/reference/pipe_string.html
+++ b/reference/pipe_string.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/plot.tbl_regression.html b/reference/plot.tbl_regression.html
index 96c1f331..2d6a0365 100644
--- a/reference/plot.tbl_regression.html
+++ b/reference/plot.tbl_regression.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/plot_euler.html b/reference/plot_euler.html
index 3b997433..76c73fd5 100644
--- a/reference/plot_euler.html
+++ b/reference/plot_euler.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/plot_euler_single.html b/reference/plot_euler_single.html
index 2705eec7..6dd04560 100644
--- a/reference/plot_euler_single.html
+++ b/reference/plot_euler_single.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/plot_sankey_single.html b/reference/plot_sankey_single.html
index 209825cb..14a7294c 100644
--- a/reference/plot_sankey_single.html
+++ b/reference/plot_sankey_single.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/possible_functions.html b/reference/possible_functions.html
index 6db3d40a..68a29954 100644
--- a/reference/possible_functions.html
+++ b/reference/possible_functions.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/possible_plots.html b/reference/possible_plots.html
index ca0e89f4..78e7556b 100644
--- a/reference/possible_plots.html
+++ b/reference/possible_plots.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/read_input.html b/reference/read_input.html
index bc50c0e3..f98e555b 100644
--- a/reference/read_input.html
+++ b/reference/read_input.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/redcap_read_shiny_module.html b/reference/redcap_read_shiny_module.html
index 87762868..fbf7a3a9 100644
--- a/reference/redcap_read_shiny_module.html
+++ b/reference/redcap_read_shiny_module.html
@@ -19,6 +19,10 @@ Test app for the redcap_read_shiny_module"></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/regression_model.html b/reference/regression_model.html
index cd6762a3..22d75523 100644
--- a/reference/regression_model.html
+++ b/reference/regression_model.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/regression_table.html b/reference/regression_table.html
index ebd794b9..6feba85d 100644
--- a/reference/regression_table.html
+++ b/reference/regression_table.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
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diff --git a/reference/remove_empty_attr.html b/reference/remove_empty_attr.html
index ae0225b4..4e1f0b2a 100644
--- a/reference/remove_empty_attr.html
+++ b/reference/remove_empty_attr.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -60,7 +64,9 @@
 
     <div class="section level2">
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">ds</span> <span class="op">&lt;-</span> <span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span>\<span class="op">(</span><span class="va">.x</span><span class="op">)</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu"><a href="https://agdamsbo.github.io/REDCapCAST/reference/set_attr.html" class="external-link">set_attr</a></span><span class="op">(</span><span class="va">.x</span>, label <span class="op">=</span> <span class="cn">NA</span>, attr <span class="op">=</span> <span class="st">"label"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/bind_cols.html" class="external-link">bind_cols</a></span><span class="op">(</span><span class="op">)</span></span></span>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">ds</span> <span class="op">&lt;-</span> <span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span>\<span class="op">(</span><span class="va">.x</span><span class="op">)</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu"><a href="https://agdamsbo.github.io/REDCapCAST/reference/set_attr.html" class="external-link">set_attr</a></span><span class="op">(</span><span class="va">.x</span>, label <span class="op">=</span> <span class="cn">NA</span>, attr <span class="op">=</span> <span class="st">"label"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">dplyr</span><span class="fu">::</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/bind_cols.html" class="external-link">bind_cols</a></span><span class="op">(</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="va">ds</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu">remove_empty_attr</span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="op">)</span></span></span>
@@ -76,7 +82,9 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ...</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ...</span>
-<span class="r-in"><span> <span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span>\<span class="op">(</span><span class="va">.x</span><span class="op">)</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu"><a href="https://agdamsbo.github.io/REDCapCAST/reference/set_attr.html" class="external-link">set_attr</a></span><span class="op">(</span><span class="va">.x</span>, label <span class="op">=</span> <span class="cn">NA</span>, attr <span class="op">=</span> <span class="st">"label"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">remove_empty_attr</span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/base/lapply.html" class="external-link">lapply</a></span><span class="op">(</span>\<span class="op">(</span><span class="va">.x</span><span class="op">)</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="fu"><a href="https://agdamsbo.github.io/REDCapCAST/reference/set_attr.html" class="external-link">set_attr</a></span><span class="op">(</span><span class="va">.x</span>, label <span class="op">=</span> <span class="cn">NA</span>, attr <span class="op">=</span> <span class="st">"label"</span><span class="op">)</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
+<span class="r-in"><span>  <span class="fu">remove_empty_attr</span><span class="op">(</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://rdrr.io/r/utils/str.html" class="external-link">str</a></span><span class="op">(</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> List of 11</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ...</span>
diff --git a/reference/remove_empty_cols.html b/reference/remove_empty_cols.html
index 15653027..ca17bbfa 100644
--- a/reference/remove_empty_cols.html
+++ b/reference/remove_empty_cols.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/remove_nested_list.html b/reference/remove_nested_list.html
index 5cf79e21..363e6d0d 100644
--- a/reference/remove_nested_list.html
+++ b/reference/remove_nested_list.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/repeated_instruments.html b/reference/repeated_instruments.html
index eacda979..9d9b9a00 100644
--- a/reference/repeated_instruments.html
+++ b/reference/repeated_instruments.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/selectInputIcon.html b/reference/selectInputIcon.html
index 14750573..826ef955 100644
--- a/reference/selectInputIcon.html
+++ b/reference/selectInputIcon.html
@@ -19,6 +19,10 @@ after, or on both sides of a classic selectInput."></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/set_column_label.html b/reference/set_column_label.html
index f58b53d3..a6258a25 100644
--- a/reference/set_column_label.html
+++ b/reference/set_column_label.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/sort_by.html b/reference/sort_by.html
index 65ae6492..62d697e0 100644
--- a/reference/sort_by.html
+++ b/reference/sort_by.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/specify_qmd_format.html b/reference/specify_qmd_format.html
index 204609a6..042a304b 100644
--- a/reference/specify_qmd_format.html
+++ b/reference/specify_qmd_format.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/subset_types.html b/reference/subset_types.html
index 2f62c3b6..0478d4b4 100644
--- a/reference/subset_types.html
+++ b/reference/subset_types.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -70,7 +74,7 @@
     <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
     <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">subset_types</span><span class="op">(</span><span class="st">"ordinal"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 32 × 0</span></span>
-<span class="r-in"><span><span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">subset_types</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"dichotomous"</span>, <span class="st">"ordinal"</span>, <span class="st">"categorical"</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu"><a href="default_parsing.html">default_parsing</a></span><span class="op">(</span><span class="va">mtcars</span><span class="op">)</span> <span class="op">|&gt;</span> <span class="fu">subset_types</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"dichotomous"</span>, <span class="st">"categorical"</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 32 × 5</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    cyl   vs    am    gear  carb </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;fct&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;fct&gt;</span> <span style="color: #949494; font-style: italic;">&lt;fct&gt;</span></span>
diff --git a/reference/supported_functions.html b/reference/supported_functions.html
index fe79a61a..32fd50bb 100644
--- a/reference/supported_functions.html
+++ b/reference/supported_functions.html
@@ -19,6 +19,10 @@ unique for each element on list.'></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -120,7 +124,7 @@ unique for each element on list.</p>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "cross-sectional"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $polr$out.type</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "ordinal"     "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> $polr$fun</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "MASS::polr"</span>
diff --git a/reference/supported_plots.html b/reference/supported_plots.html
index 9ec895e9..531a60d7 100644
--- a/reference/supported_plots.html
+++ b/reference/supported_plots.html
@@ -33,6 +33,10 @@ tertiary.type: Tertiary variable data type (continuous, dichotomous or ordinal)
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
@@ -79,46 +83,46 @@ unique for each element on list.</p><ul><li><p>descr: Plot description</p></li>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_hbars"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ descr          : chr "Stacked horizontal bars"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ note           : chr "A classical way of visualising the distribution of an ordinal scale like the modified Ranking Scale and known as Grotta bars"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:2] "dichotomous" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: chr "none"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ plot_violin :List of 8</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_violin"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ descr          : chr "Violin plot"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ note           : chr "A modern alternative to the classic boxplot to visualise data distribution"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:5] "datatime" "continuous" "dichotomous" "ordinal" ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:4] "datatime" "continuous" "dichotomous" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi FALSE</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: chr "none"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ plot_sankey :List of 8</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_sankey"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ descr          : chr "Sankey plot"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ note           : chr "A way of visualising change between groups"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:2] "dichotomous" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi FALSE</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: NULL</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ plot_scatter:List of 8</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_scatter"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ descr          : chr "Scatter plot"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ note           : chr "A classic way of showing the association between to variables"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:2] "datatime" "continuous"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:4] "datatime" "continuous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:3] "datatime" "continuous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: NULL</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ plot_box    :List of 8</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_box"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ descr          : chr "Box plot"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ note           : chr "A classic way to plot data distribution by groups"</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:5] "datatime" "continuous" "dichotomous" "ordinal" ...</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ primary.type   : chr [1:4] "datatime" "continuous" "dichotomous" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: chr "none"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>  $ plot_euler  :List of 9</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ fun            : chr "plot_euler"</span>
@@ -128,7 +132,7 @@ unique for each element on list.</p><ul><li><p>descr: Plot description</p></li>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.type : chr "dichotomous"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.multi: logi TRUE</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.max  : num 4</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:3] "dichotomous" "ordinal" "categorical"</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ tertiary.type  : chr [1:2] "dichotomous" "categorical"</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ..$ secondary.extra: NULL</span>
 </code></pre></div>
     </div>
diff --git a/reference/symmetrical_scale_x_log10.html b/reference/symmetrical_scale_x_log10.html
index 4017b983..8c97223e 100644
--- a/reference/symmetrical_scale_x_log10.html
+++ b/reference/symmetrical_scale_x_log10.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/tbl_merge.html b/reference/tbl_merge.html
index 9a951623..248374aa 100644
--- a/reference/tbl_merge.html
+++ b/reference/tbl_merge.html
@@ -19,6 +19,10 @@ spanner names."></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/type_icons.html b/reference/type_icons.html
index f81a34d5..05ca3590 100644
--- a/reference/type_icons.html
+++ b/reference/type_icons.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/update-factor.html b/reference/update-factor.html
index 8fbd3fae..f816f1f9 100644
--- a/reference/update-factor.html
+++ b/reference/update-factor.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/update-variables.html b/reference/update-variables.html
index 979c5d9f..aaaf2274 100644
--- a/reference/update-variables.html
+++ b/reference/update-variables.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/update_variables_datagrid.html b/reference/update_variables_datagrid.html
index fa90aedc..1fb8d2d5 100644
--- a/reference/update_variables_datagrid.html
+++ b/reference/update_variables_datagrid.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/vectorSelectInput.html b/reference/vectorSelectInput.html
index 39b66102..7c3ed729 100644
--- a/reference/vectorSelectInput.html
+++ b/reference/vectorSelectInput.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/vertical_stacked_bars.html b/reference/vertical_stacked_bars.html
index 9fc83bf0..fdc7ac9e 100644
--- a/reference/vertical_stacked_bars.html
+++ b/reference/vertical_stacked_bars.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/wide2long.html b/reference/wide2long.html
index 472633d1..c8a4267f 100644
--- a/reference/wide2long.html
+++ b/reference/wide2long.html
@@ -21,6 +21,10 @@ an added "ignore" string pattern or similarly. Example 2.'></head><body>
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/wrap_plot_list.html b/reference/wrap_plot_list.html
index c3e9d180..ba478141 100644
--- a/reference/wrap_plot_list.html
+++ b/reference/wrap_plot_list.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/reference/write_quarto.html b/reference/write_quarto.html
index 2bb9e1aa..3c04dab9 100644
--- a/reference/write_quarto.html
+++ b/reference/write_quarto.html
@@ -17,6 +17,10 @@
     <div id="navbar" class="collapse navbar-collapse ms-3">
       <ul class="navbar-nav me-auto"><li class="nav-item"><a class="nav-link" href="../articles/FreesearchR.html">Get started</a></li>
 <li class="active nav-item"><a class="nav-link" href="../reference/index.html">Reference</a></li>
+<li class="nav-item dropdown">
+  <button class="nav-link dropdown-toggle" type="button" id="dropdown-articles" data-bs-toggle="dropdown" aria-expanded="false" aria-haspopup="true">Articles</button>
+  <ul class="dropdown-menu" aria-labelledby="dropdown-articles"><li><a class="dropdown-item" href="../articles/data-types.html">Data types</a></li>
+  </ul></li>
 <li class="nav-item"><a class="nav-link" href="../ROADMAP.html">Roadmap</a></li>
 <li class="nav-item"><a class="nav-link" href="../QA.html">Q&amp;A</a></li>
 <li class="nav-item"><a class="nav-link" href="../news/index.html">Changelog</a></li>
diff --git a/search.json b/search.json
index 6cb67bae..d660dabb 100644
--- a/search.json
+++ b/search.json
@@ -1 +1 @@
-[{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement agdamsbo@clin.au.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU Affero General Public License","title":"GNU Affero General Public License","text":"Version 3, 19 November 2007 Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU Affero General Public License","text":"GNU Affero General Public License free, copyleft license software kinds works, specifically designed ensure cooperation community case network server software. licenses software practical works designed take away freedom share change works. contrast, General Public Licenses intended guarantee freedom share change versions program–make sure remains free software users. speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge wish), receive source code can get want , can change software use pieces new free programs, know can things. Developers use General Public Licenses protect rights two steps: (1) assert copyright software, (2) offer License gives legal permission copy, distribute /modify software. secondary benefit defending users’ freedom improvements made alternate versions program, receive widespread use, become available developers incorporate. Many developers free software heartened encouraged resulting cooperation. However, case software used network servers, result may fail come . GNU General Public License permits making modified version letting public access server without ever releasing source code public. GNU Affero General Public License designed specifically ensure , cases, modified source code becomes available community. requires operator network server provide source code modified version running users server. Therefore, public use modified version, publicly accessible server, gives public access source code modified version. older license, called Affero General Public License published Affero, designed accomplish similar goals. different license, version Affero GPL, Affero released new version Affero GPL permits relicensing license. precise terms conditions copying, distribution modification follow.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_0-definitions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"0. Definitions.","title":"GNU Affero General Public License","text":"“License” refers version 3 GNU Affero General Public License. “Copyright” also means copyright-like laws apply kinds works, semiconductor masks. “Program” refers copyrightable work licensed License. licensee addressed “”. “Licensees” “recipients” may individuals organizations. “modify” work means copy adapt part work fashion requiring copyright permission, making exact copy. resulting work called “modified version” earlier work work “based ” earlier work. “covered work” means either unmodified Program work based Program. “propagate” work means anything , without permission, make directly secondarily liable infringement applicable copyright law, except executing computer modifying private copy. Propagation includes copying, distribution (without modification), making available public, countries activities well. “convey” work means kind propagation enables parties make receive copies. Mere interaction user computer network, transfer copy, conveying. interactive user interface displays “Appropriate Legal Notices” extent includes convenient prominently visible feature (1) displays appropriate copyright notice, (2) tells user warranty work (except extent warranties provided), licensees may convey work License, view copy License. interface presents list user commands options, menu, prominent item list meets criterion.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_1-source-code","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"1. Source Code.","title":"GNU Affero General Public License","text":"“source code” work means preferred form work making modifications . “Object code” means non-source form work. “Standard Interface” means interface either official standard defined recognized standards body, , case interfaces specified particular programming language, one widely used among developers working language. “System Libraries” executable work include anything, work whole, () included normal form packaging Major Component, part Major Component, (b) serves enable use work Major Component, implement Standard Interface implementation available public source code form. “Major Component”, context, means major essential component (kernel, window system, ) specific operating system () executable work runs, compiler used produce work, object code interpreter used run . “Corresponding Source” work object code form means source code needed generate, install, (executable work) run object code modify work, including scripts control activities. However, include work’s System Libraries, general-purpose tools generally available free programs used unmodified performing activities part work. example, Corresponding Source includes interface definition files associated source files work, source code shared libraries dynamically linked subprograms work specifically designed require, intimate data communication control flow subprograms parts work. Corresponding Source need include anything users can regenerate automatically parts Corresponding Source. Corresponding Source work source code form work.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_2-basic-permissions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"2. Basic Permissions.","title":"GNU Affero General Public License","text":"rights granted License granted term copyright Program, irrevocable provided stated conditions met. License explicitly affirms unlimited permission run unmodified Program. output running covered work covered License output, given content, constitutes covered work. License acknowledges rights fair use equivalent, provided copyright law. may make, run propagate covered works convey, without conditions long license otherwise remains force. may convey covered works others sole purpose make modifications exclusively , provide facilities running works, provided comply terms License conveying material control copyright. thus making running covered works must exclusively behalf, direction control, terms prohibit making copies copyrighted material outside relationship . Conveying circumstances permitted solely conditions stated . Sublicensing allowed; section 10 makes unnecessary.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_3-protecting-users-legal-rights-from-anti-circumvention-law","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"3. Protecting Users’ Legal Rights From Anti-Circumvention Law.","title":"GNU Affero General Public License","text":"covered work shall deemed part effective technological measure applicable law fulfilling obligations article 11 WIPO copyright treaty adopted 20 December 1996, similar laws prohibiting restricting circumvention measures. convey covered work, waive legal power forbid circumvention technological measures extent circumvention effected exercising rights License respect covered work, disclaim intention limit operation modification work means enforcing, work’s users, third parties’ legal rights forbid circumvention technological measures.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_4-conveying-verbatim-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"4. Conveying Verbatim Copies.","title":"GNU Affero General Public License","text":"may convey verbatim copies Program’s source code receive , medium, provided conspicuously appropriately publish copy appropriate copyright notice; keep intact notices stating License non-permissive terms added accord section 7 apply code; keep intact notices absence warranty; give recipients copy License along Program. may charge price price copy convey, may offer support warranty protection fee.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_5-conveying-modified-source-versions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"5. Conveying Modified Source Versions.","title":"GNU Affero General Public License","text":"may convey work based Program, modifications produce Program, form source code terms section 4, provided also meet conditions: work must carry prominent notices stating modified , giving relevant date. work must carry prominent notices stating released License conditions added section 7. requirement modifies requirement section 4 “keep intact notices”. must license entire work, whole, License anyone comes possession copy. License therefore apply, along applicable section 7 additional terms, whole work, parts, regardless packaged. 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Conveying Non-Source Forms.","title":"GNU Affero General Public License","text":"may convey covered work object code form terms sections 4 5, provided also convey machine-readable Corresponding Source terms License, one ways: Convey object code , embodied , physical product (including physical distribution medium), accompanied Corresponding Source fixed durable physical medium customarily used software interchange. Convey object code , embodied , physical product (including physical distribution medium), accompanied written offer, valid least three years valid long offer spare parts customer support product model, give anyone possesses object code either (1) copy Corresponding Source software product covered License, durable physical medium customarily used software interchange, price reasonable cost physically performing conveying source, (2) access copy Corresponding Source network server charge. 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Access network may denied modification materially adversely affects operation network violates rules protocols communication across network. Corresponding Source conveyed, Installation Information provided, accord section must format publicly documented (implementation available public source code form), must require special password key unpacking, reading copying.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_7-additional-terms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"7. Additional Terms.","title":"GNU Affero General Public License","text":"“Additional permissions” terms supplement terms License making exceptions one conditions. 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Termination.","title":"GNU Affero General Public License","text":"may propagate modify covered work except expressly provided License. attempt otherwise propagate modify void, automatically terminate rights License (including patent licenses granted third paragraph section 11). However, cease violation License, license particular copyright holder reinstated () provisionally, unless copyright holder explicitly finally terminates license, (b) permanently, copyright holder fails notify violation reasonable means prior 60 days cessation. Moreover, license particular copyright holder reinstated permanently copyright holder notifies violation reasonable means, first time received notice violation License (work) copyright holder, cure violation prior 30 days receipt notice. Termination rights section terminate licenses parties received copies rights License. rights terminated permanently reinstated, qualify receive new licenses material section 10.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_9-acceptance-not-required-for-having-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"9. Acceptance Not Required for Having Copies.","title":"GNU Affero General Public License","text":"required accept License order receive run copy Program. Ancillary propagation covered work occurring solely consequence using peer--peer transmission receive copy likewise require acceptance. However, nothing License grants permission propagate modify covered work. actions infringe copyright accept License. Therefore, modifying propagating covered work, indicate acceptance License .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_10-automatic-licensing-of-downstream-recipients","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"10. Automatic Licensing of Downstream Recipients.","title":"GNU Affero General Public License","text":"time convey covered work, recipient automatically receives license original licensors, run, modify propagate work, subject License. responsible enforcing compliance third parties License. “entity transaction” transaction transferring control organization, substantially assets one, subdividing organization, merging organizations. propagation covered work results entity transaction, party transaction receives copy work also receives whatever licenses work party’s predecessor interest give previous paragraph, plus right possession Corresponding Source work predecessor interest, predecessor can get reasonable efforts. may impose restrictions exercise rights granted affirmed License. example, may impose license fee, royalty, charge exercise rights granted License, may initiate litigation (including cross-claim counterclaim lawsuit) alleging patent claim infringed making, using, selling, offering sale, importing Program portion .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_11-patents","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"11. Patents.","title":"GNU Affero General Public License","text":"“contributor” copyright holder authorizes use License Program work Program based. work thus licensed called contributor’s “contributor version”. contributor’s “essential patent claims” patent claims owned controlled contributor, whether already acquired hereafter acquired, infringed manner, permitted License, making, using, selling contributor version, include claims infringed consequence modification contributor version. purposes definition, “control” includes right grant patent sublicenses manner consistent requirements License. contributor grants non-exclusive, worldwide, royalty-free patent license contributor’s essential patent claims, make, use, sell, offer sale, import otherwise run, modify propagate contents contributor version. following three paragraphs, “patent license” express agreement commitment, however denominated, enforce patent (express permission practice patent covenant sue patent infringement). “grant” patent license party means make agreement commitment enforce patent party. convey covered work, knowingly relying patent license, Corresponding Source work available anyone copy, free charge terms License, publicly available network server readily accessible means, must either (1) cause Corresponding Source available, (2) arrange deprive benefit patent license particular work, (3) arrange, manner consistent requirements License, extend patent license downstream recipients. “Knowingly relying” means actual knowledge , patent license, conveying covered work country, recipient’s use covered work country, infringe one identifiable patents country reason believe valid. , pursuant connection single transaction arrangement, convey, propagate procuring conveyance , covered work, grant patent license parties receiving covered work authorizing use, propagate, modify convey specific copy covered work, patent license grant automatically extended recipients covered work works based . patent license “discriminatory” include within scope coverage, prohibits exercise , conditioned non-exercise one rights specifically granted License. may convey covered work party arrangement third party business distributing software, make payment third party based extent activity conveying work, third party grants, parties receive covered work , discriminatory patent license () connection copies covered work conveyed (copies made copies), (b) primarily connection specific products compilations contain covered work, unless entered arrangement, patent license granted, prior 28 March 2007. Nothing License shall construed excluding limiting implied license defenses infringement may otherwise available applicable patent law.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_12-no-surrender-of-others-freedom","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"12. No Surrender of Others’ Freedom.","title":"GNU Affero General Public License","text":"conditions imposed (whether court order, agreement otherwise) contradict conditions License, excuse conditions License. convey covered work satisfy simultaneously obligations License pertinent obligations, consequence may convey . example, agree terms obligate collect royalty conveying convey Program, way satisfy terms License refrain entirely conveying Program.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_13-remote-network-interaction-use-with-the-gnu-general-public-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"13. Remote Network Interaction; Use with the GNU General Public License.","title":"GNU Affero General Public License","text":"Notwithstanding provision License, modify Program, modified version must prominently offer users interacting remotely computer network (version supports interaction) opportunity receive Corresponding Source version providing access Corresponding Source network server charge, standard customary means facilitating copying software. Corresponding Source shall include Corresponding Source work covered version 3 GNU General Public License incorporated pursuant following paragraph. Notwithstanding provision License, permission link combine covered work work licensed version 3 GNU General Public License single combined work, convey resulting work. terms License continue apply part covered work, work combined remain governed version 3 GNU General Public License.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_14-revised-versions-of-this-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"14. Revised Versions of this License.","title":"GNU Affero General Public License","text":"Free Software Foundation may publish revised /new versions GNU Affero General Public License time time. new versions similar spirit present version, may differ detail address new problems concerns. version given distinguishing version number. Program specifies certain numbered version GNU Affero General Public License “later version” applies , option following terms conditions either numbered version later version published Free Software Foundation. Program specify version number GNU Affero General Public License, may choose version ever published Free Software Foundation. Program specifies proxy can decide future versions GNU Affero General Public License can used, proxy’s public statement acceptance version permanently authorizes choose version Program. Later license versions may give additional different permissions. However, additional obligations imposed author copyright holder result choosing follow later version.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_15-disclaimer-of-warranty","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"15. Disclaimer of Warranty.","title":"GNU Affero General Public License","text":"WARRANTY PROGRAM, EXTENT PERMITTED APPLICABLE LAW. EXCEPT OTHERWISE STATED WRITING COPYRIGHT HOLDERS /PARTIES PROVIDE PROGRAM “” WITHOUT WARRANTY KIND, EITHER EXPRESSED IMPLIED, INCLUDING, LIMITED , IMPLIED WARRANTIES MERCHANTABILITY FITNESS PARTICULAR PURPOSE. ENTIRE RISK QUALITY PERFORMANCE PROGRAM . PROGRAM PROVE DEFECTIVE, ASSUME COST NECESSARY SERVICING, REPAIR CORRECTION.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_16-limitation-of-liability","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"16. Limitation of Liability.","title":"GNU Affero General Public License","text":"EVENT UNLESS REQUIRED APPLICABLE LAW AGREED WRITING COPYRIGHT HOLDER, PARTY MODIFIES /CONVEYS PROGRAM PERMITTED , LIABLE DAMAGES, INCLUDING GENERAL, SPECIAL, INCIDENTAL CONSEQUENTIAL DAMAGES ARISING USE INABILITY USE PROGRAM (INCLUDING LIMITED LOSS DATA DATA RENDERED INACCURATE LOSSES SUSTAINED THIRD PARTIES FAILURE PROGRAM OPERATE PROGRAMS), EVEN HOLDER PARTY ADVISED POSSIBILITY DAMAGES.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_17-interpretation-of-sections-15-and-16","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"17. Interpretation of Sections 15 and 16.","title":"GNU Affero General Public License","text":"disclaimer warranty limitation liability provided given local legal effect according terms, reviewing courts shall apply local law closely approximates absolute waiver civil liability connection Program, unless warranty assumption liability accompanies copy Program return fee. END TERMS CONDITIONS","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU Affero General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively state exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. software can interact users remotely computer network, also make sure provides way users get source. example, program web application, interface display “Source” link leads users archive code. many ways offer source, different solutions better different programs; see section 13 specific requirements. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU AGPL, see https://www.gnu.org/licenses/.","code":"<one line to give the program's name and a brief idea of what it does.>     Copyright (C) <year>  <name of author>      This program is free software: you can redistribute it and/or modify     it under the terms of the GNU Affero General Public License as     published by the Free Software Foundation, either version 3 of the     License, or (at your option) any later version.      This program is distributed in the hope that it will be useful,     but WITHOUT ANY WARRANTY; without even the implied warranty of     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the     GNU Affero General Public License for more details.      You should have received a copy of the GNU Affero General Public License     along with this program.  If not, see <https://www.gnu.org/licenses/>."},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":null,"dir":"","previous_headings":"","what":"Questions and answers","title":"Questions and answers","text":"complete instructions set also available, collection questions answers project use FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"are-you-keeping-the-uploaded-data","dir":"","previous_headings":"","what":"Are you keeping the uploaded data?","title":"Questions and answers","text":"! uploaded data deleted session ends, stored analyses immediately deleted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"how-do-i-merge-multiple-datasets","dir":"","previous_headings":"","what":"How do I merge multiple datasets?","title":"Questions and answers","text":"can merge multiple sheets ods xls(x) files import common key variable present selected sheets. Multiple file upload/merge currently supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":null,"dir":"","previous_headings":"","what":"Project roadmap","title":"Project roadmap","text":"current state app considered experimental, lot things still changing. , however, usable state, basic functions available user. (actual list quite long growing) planned features improvements: Additional study designs regression models (expansion regression analysis functionality put hold now focus basic use-cases): Cross-sectional data analyses Longitudinal data analyses Survival analysis Stratified analyses detailed variable browser Add histograms data distribution. 2025-01-16 Option edit labels. 2025-01-16 output controls Theming output tables “JAMA” theme new standard. Select analyses include report. Includes characteristics table regression table present. analyses intended report now. Export modified data. 2025-01-16 Include reproducible code steps (maybe , steps, final dataset can exported) 2025-04-10 Modify factor levels Factor level modifications possible converting factors numeric > cutting numeric desired fixed values. 2024-12-12 options date/datetime/time grouping/factoring. Included weekday month-options. 2024-12-12 Graphs plots Correlation matrix plot data exploration 2025-2-20 Grotta bars ordianl outcomes (sankey) 2025-3-17 Coefficient plotting regression analyses (forest plot) 2025-2-20 Documentation: Complete getting started page describing functionality. Streamlined functions documentation New features: Merge data multiple sources (great feature, highest importance) Additional plot types (missingness, others…)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"getting-started-with-freesearchr","dir":"Articles","previous_headings":"","what":"Getting started with FreesearchR","title":"FreesearchR","text":"simple walk-trough basic instructions functions FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"launching","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Launching","title":"FreesearchR","text":"easiest way get started launch hosted version app shinyapps.io (click link). Additionally option run app locally access data current working environment. , open R (RStudio similar), run following code install latest version FreesearchR launch app: small note, standalone Windows app version drawing board well, time frame available.","code":"require(\"pak\") pak::pak(\"agdamsbo/FreesearchR\") library(FreesearchR) FreesearchR::launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"importing-data","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Importing data","title":"FreesearchR","text":"app “Import”, three options available importing data: file upload, REDCap server export local sample data. choosing data source, can set threshold filter data completenes manually specify variables include analyses.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"file-upload","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"File upload","title":"FreesearchR","text":"Currently several data file formats supported easy import (csv, txt, xls(x), ods, rds, dta). importing workbooks (xls(x) ods), prompted specify sheet(s) import. choosing multiple sheets, automatically merged common variable(s), please make sure key variables correctly named identically. notification posted error success. succesfull import data can previewed directly clicking “click see data” notification.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"redcap-server-export","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"REDCap server export","title":"FreesearchR","text":"Export data directly REDCap server. need first generate API-token (see instruction) REDCap. Make sure necessary rights . Please don’t store API-key device unless encrypted keyring, may compromise data safety. Log REDCap server retrieve token needed. Type correct webaddress REDCap server. module validate information can click “Connect”. unfold options preview data dictionary (main database metadata), choose fields/variables download well filtering options.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"local-or-sample-data","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"Local or sample data","title":"FreesearchR","text":"opening online hosted app, mainly testing purposes. running app locally R computer, find data.frames current environment . extends possible uses app allow quick easy data insights code generation basic plotting fine tune.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"evaluate","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Evaluate","title":"FreesearchR","text":"panel allows basic data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"characteristics","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Characteristics","title":"FreesearchR","text":"Create classical baseline characteristics table optional data stratification comparisons.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"correlation-matrix","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Correlation matrix","title":"FreesearchR","text":"Visualise variable correlations get suggestions exclude highly correlated variables.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"visuals","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Visuals","title":"FreesearchR","text":"number plotting options visualise different aspects data. available plot types listed. Export plots directly sidebar easily adjusted plot dimensions next publication. Also copy code generate plot R-environment fine tune small details.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"regression","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Regression","title":"FreesearchR","text":"section intended simple explorative analyses proof--concept now. complex regression analyses probably just write code .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"table","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Table","title":"FreesearchR","text":"Generate simple regression models get results nice table. also included exported report.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"plots","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Plots","title":"FreesearchR","text":"Plot coefficients regression models forest plot. Choose model(s) include.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"checks","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Checks","title":"FreesearchR","text":"Check model assumptions visually. Supported checks can chosen.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"report","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Report","title":"FreesearchR","text":"Download nice report baseline characteristics regression model results. Choose MS Word LibreOffice format.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"data","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Data","title":"FreesearchR","text":"Export modified dataset different formats.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"code","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Code","title":"FreesearchR","text":"See code snippets different steps data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2025). FreesearchR: Browser Based Data Analysis. R package version 25.4.3, https://github.com/agdamsbo/FreesearchR.","code":"@Manual{,   title = {FreesearchR: Browser Based Data Analysis},   author = {Andreas Gammelgaard Damsbo},   year = {2025},   note = {R package version 25.4.3},   url = {https://github.com/agdamsbo/FreesearchR}, }"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"freesearchr","dir":"","previous_headings":"","what":"Browser Based Data Analysis","title":"Browser Based Data Analysis","text":"package backbone FreesearchR, free open-source browser based data exploration analysis tool intended democratise clinical research assisting researcher easily evaluate analyse data export publication ready results. FreesearchR-tool online accessible : link app freely hosted shinyapps.io. feedback welcome can shared GitHub issue. suggestions collaboration much welcomed. Please reach !","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"motivation","dir":"","previous_headings":"","what":"Motivation","title":"Browser Based Data Analysis","text":"app following simple goals: help health clinician getting overview data quality improvement projects clinical research help learners get good start analysing data coding R ease quick data overview basic visualisations clinical researcher","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"install-locally","dir":"","previous_headings":"","what":"Install locally","title":"Browser Based Data Analysis","text":"FreesearchR-tool can also launched locally. data.frame available global environment accessible interface.","code":"require(\"devtools\") devtools::install_github(\"agdamsbo/FreesearchR\") library(FreesearchR) # By loading mtcars to the environment, it will be available # in the interface like any other data.frame data(mtcars) launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Browser Based Data Analysis","text":"Please note FreesearchR project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert class grid column to icon — add_class_icon","title":"Convert class grid column to icon — add_class_icon","text":"Convert class grid column icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert class grid column to icon — add_class_icon","text":"","code":"add_class_icon(grid, column = \"class\", fun = 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1  0    3    1    21.4 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2    18.7 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1    18.1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4    14.3 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2    24.4 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2    22.8 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4    19.2 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4    17.8 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3    16.4 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3    17.3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3    15.2 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4    10.4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4    10.4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4    14.7 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1    32.4 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2    30.4 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1    33.9 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1    21.5 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2    15.5 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2    15.2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4    13.3 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2    19.2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1    27.3 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2    26.0 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2    30.4 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4    15.8 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6    19.7 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8    15.0 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2    21.4 #>                     mpg_cutter #> Mazda RX4                 21.0 #> Mazda RX4 Wag             21.0 #> Datsun 710                22.8 #> Hornet 4 Drive            21.4 #> Hornet Sportabout         18.7 #> Valiant                   18.1 #> Duster 360                14.3 #> Merc 240D                 24.4 #> Merc 230                  22.8 #> Merc 280                  19.2 #> Merc 280C                 17.8 #> Merc 450SE                16.4 #> Merc 450SL                17.3 #> Merc 450SLC               15.2 #> Cadillac Fleetwood        10.4 #> Lincoln Continental       10.4 #> Chrysler Imperial         14.7 #> Fiat 128                  32.4 #> Honda 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mpg 19.2 (15.4, 22.8)cyl     4 11 (34%)    6 7 (22%)    8 14 (44%)disp 196 (121, 334)hp 123 (96, 180)drat 3.70 (3.08, 3.92)wt 3.33 (2.54, 3.65)qsec 17.71 (16.89, 18.90)vs 14 (44%)am 13 (41%)gear     3 15 (47%)    4 12 (38%)    5 5 (16%)carb     1 7 (22%)    2 10 (31%)    3 3 (9.4%)    4 10 (31%)    6 1 (3.1%)    8 1 (3.1%)1 Median (Q1, Q3); n (%)     mtcars |> baseline_table(fun.args = list(by = \"gear\"))     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)cyl       4 1 (6.7%) 8 (67%) 2 (40%)    6 2 (13%) 4 (33%) 1 (20%)    8 12 (80%) 0 (0%) 2 (40%)disp 318 (276, 400) 131 (79, 160) 145 (120, 301)hp 180 (150, 215) 94 (66, 110) 175 (113, 264)drat 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)wt 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)qsec 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)vs 3 (20%) 10 (83%) 1 (20%)am 0 (0%) 8 (67%) 5 (100%)carb       1 3 (20%) 4 (33%) 0 (0%)    2 4 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clean axis ranges — clean_common_axis","text":"Extract clean axis ranges","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract and clean axis ranges — clean_common_axis","text":"","code":"clean_common_axis(p, axis)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract and clean axis ranges — clean_common_axis","text":"p plot axis axis. x y.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract and clean axis ranges — clean_common_axis","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Attempts at applying uniform date format — clean_date","title":"Attempts at applying uniform date format — clean_date","text":"Attempts applying uniform date format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Attempts at applying uniform date format — clean_date","text":"","code":"clean_date(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Attempts at applying uniform date format — clean_date","text":"data character string vector possible dates","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Attempts at applying uniform date format — clean_date","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":null,"dir":"Reference","previous_headings":"","what":"gsub wrapper for piping with default values for separator substituting — clean_sep","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"gsub wrapper piping default values separator substituting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"","code":"clean_sep(data, old.sep = \"[-.,/]\", new.sep = \"-\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"data character vector old.sep old separator new.sep new separator","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for data frames with column labels — columnSelectInput","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"Copied modified IDEAFilter package Adds option select \"none\" handled later","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"","code":"columnSelectInput(   inputId,   label,   data,   selected = \"\",   ...,   col_subset = NULL,   placeholder = \"\",   onInitialize,   none_label = \"No variable selected\",   maxItems = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"inputId passed selectizeInput label passed selectizeInput data data.frame object fields populated selected default selection ... passed selectizeInput col_subset vector containing list allowable columns select placeholder passed selectizeInput options onInitialize passed selectizeInput options none_label label \"none\" item maxItems max number items","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":null,"dir":"Reference","previous_headings":"","what":"Contrast Text Color — contrast_text","title":"Contrast Text Color — contrast_text","text":"Calculates best contrast text color given background color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(   background,   light_text = \"white\",   dark_text = \"black\",   threshold = 0.5,   method = \"perceived_2\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Contrast Text Color — contrast_text","text":"background hex/named color value represents background. light_text hex/named color value represents light text color. dark_text hex/named color value represents dark text color. threshold numeric value 0 1 used determine luminance threshold background color text color. method character string specifies method calculating luminance. Three different methods available: c(\"relative\",\"perceived\",\"perceived_2\") ... parameter overflow. Ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Contrast Text Color — contrast_text","text":"character string contains best contrast text color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Contrast Text Color — contrast_text","text":"function aids deciding font color print given background. function based example provided teppo: https://stackoverflow.com//66669838/21019325. different methods provided based methods outlined StackOverflow thread: https://stackoverflow.com/questions/596216/formula--determine-perceived-brightness--rgb-color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(c(\"#F2F2F2\", \"blue\")) #> [1] \"black\" \"white\"  contrast_text(c(\"#F2F2F2\", \"blue\"), method=\"relative\") #> [1] \"black\" \"white\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a baseline table — create_baseline","title":"Create a baseline table — create_baseline","text":"Create baseline table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a baseline table — create_baseline","text":"","code":"create_baseline(   data,   ...,   by.var,   add.p = FALSE,   add.overall = FALSE,   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a baseline table — create_baseline","text":"data data ... passed fun.arg baseline_table() add.p add comparison/p-value add.overall add overall column strat.var grouping/strat variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a baseline table — create_baseline","text":"gtsummary table list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a baseline table — create_baseline","text":"","code":"mtcars |> create_baseline(by.var = \"gear\", add.p = \"yes\" == \"yes\")     Characteristic       3 N = 15       4 N = 12       5 N = 5       p-value1     mpg, Median (IQR) 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0) <0.001cyl, n (%)    <0.001    4 1 (6.7) 8 (67) 2 (40)     6 2 (13) 4 (33) 1 (20)     8 12 (80) 0 (0) 2 (40) disp, Median (IQR) 318 (276 – 400) 131 (79 – 160) 145 (120 – 301) <0.001hp, Median (IQR) 180 (150 – 215) 94 (66 – 110) 175 (113 – 264) <0.001drat, Median (IQR) 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22) <0.001wt, Median (IQR) 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17) <0.001qsec, Median (IQR) 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70) 0.002vs, n (%) 3 (20) 10 (83) 1 (20) 0.001am, n (%) 0 (0) 8 (67) 5 (100) <0.001carb, n (%)    0.24    1 3 (20) 4 (33) 0 (0)     2 4 (27) 4 (33) 2 (40)     3 3 (20) 0 (0) 0 (0)     4 5 (33) 4 (33) 1 (20)     6 0 (0) 0 (0) 1 (20)     8 0 (0) 0 (0) 1 (20) 1 Kruskal-Wallis rank sum test; Fisher’s exact test     create_baseline(default_parsing(mtcars), by.var = \"am\", add.p = FALSE, add.overall = FALSE, theme = \"lancet\")     Characteristic       FALSE N = 191       TRUE N = 131     mpg 17·3 (14·7 – 19·2) 22·8 (21·0 – 30·4)cyl      4 3 (16%) 8 (62%)    6 4 (21%) 3 (23%)    8 12 (63%) 2 (15%)disp 276 (168 – 360) 120 (79 – 160)hp 175 (110 – 205) 109 (66 – 113)drat 3·15 (3·07 – 3·70) 4·08 (3·85 – 4·22)wt 3·52 (3·44 – 3·85) 2·32 (1·94 – 2·78)qsec 17·82 (17·05 – 19·44) 17·02 (16·46 – 18·61)vs 7 (37%) 7 (54%)gear      3 15 (79%) 0 (0%)    4 4 (21%) 8 (62%)    5 0 (0%) 5 (38%)carb      1 3 (16%) 4 (31%)    2 6 (32%) 4 (31%)    3 3 (16%) 0 (0%)    4 7 (37%) 3 (23%)    6 0 (0%) 1 (7·7%)    8 0 (0%) 1 (7·7%)1 Median (IQR); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":null,"dir":"Reference","previous_headings":"","what":"Create summetric log ticks — create_log_tics","title":"Create summetric log ticks — create_log_tics","text":"Create summetric log ticks","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create summetric log ticks — create_log_tics","text":"","code":"create_log_tics(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create summetric log ticks — create_log_tics","text":"data numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create summetric log ticks — create_log_tics","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create summetric log ticks — create_log_tics","text":"","code":"c(sample(seq(.1, 1, .1), 3), sample(1:10, 3)) |> create_log_tics() #>  [1] 0.14 0.17 0.20 0.40 0.60 0.90 1.00 1.11 1.67 2.50 5.00 6.00 7.00"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview datagrid — create_overview_datagrid","title":"Create a data overview datagrid — create_overview_datagrid","text":"Create data overview datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"create_overview_datagrid(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview datagrid — create_overview_datagrid","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview datagrid — create_overview_datagrid","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"mtcars |>   overview_vars() |>   create_overview_datagrid()      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theme based on unity — custom_theme","title":"Custom theme based on unity — custom_theme","text":"Custom theme based unity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Custom theme based on unity — custom_theme","text":"","code":"custom_theme(   ...,   version = 5,   primary = \"#1E4A8F\",   secondary = \"#FF6F61\",   bootswatch = \"united\",   base_font = bslib::font_google(\"Montserrat\"),   heading_font = bslib::font_google(\"Public Sans\", wght = \"700\"),   code_font = bslib::font_google(\"Open Sans\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Custom theme based on unity — custom_theme","text":"... everything passed bslib::bs_theme()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Custom theme based on unity — custom_theme","text":"theme list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Convert Numeric to Factor — cut-variable","title":"Module to Convert Numeric to Factor — cut-variable","text":"module contain interface cut numeric several intervals.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Convert Numeric to Factor — cut-variable","text":"","code":"cut_variable_ui(id)  cut_variable_server(id, data_r = reactive(NULL))  modal_cut_variable(   id,   title = i18n(\"Convert Numeric to Factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Convert Numeric to Factor — cut-variable","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Convert Numeric to Factor — cut-variable","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":null,"dir":"Reference","previous_headings":"","what":"Extended cutting function with fall-back to the native base::cut — cut_var","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"Extended cutting function fall-back native base::cut","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"cut_var(x, ...)  # Default S3 method cut_var(x, ...)  # S3 method for class 'hms' cut_var(x, breaks, ...)  # S3 method for class 'POSIXt' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'POSIXct' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'Date' cut_var(x, breaks, start.on.monday = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"x object inheriting class \"POSIXct\" ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(2) #> [1] 01:00:20 01:00:20 01:00:20 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:20 #> 03:01:20 #> 21:20:20 #> Levels: 01:00:20 03:01:20 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(\"min\") #> [1] 01:00:00 03:00:00 01:20:00 08:20:00 21:20:00 03:02:00 #> attr(,\"brks\") #> 01:00:00 #> 01:20:00 #> 03:00:00 #> 03:02:00 #> 08:20:00 #> 21:20:00 #> 21:20:20 #> Levels: 01:00:00 01:20:00 03:00:00 03:02:00 08:20:00 21:20:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = \"hour\") #> [1] 01:00:00 03:00:00 01:00:00 08:00:00 21:00:00 03:00:00 #> attr(,\"brks\") #> 01:00:00 #> 03:00:00 #> 08:00:00 #> 21:00:00 #> 21:20:20 #> Levels: 01:00:00 03:00:00 08:00:00 21:00:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = hms::as_hms(c(\"01:00:00\", \"03:01:20\", \"9:20:20\"))) #> [1] 01:00:00 01:00:00 01:00:00 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:00 #> 03:01:20 #> 09:20:20 #> Levels: 01:00:00 03:01:20 d_t <- readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) f <- d_t |> cut_var(2) readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) |> cut_var(breaks = lubridate::as_datetime(c(hms::as_hms(levels(f)), hms::as_hms(max(d_t, na.rm = TRUE) + 1))), right = FALSE) #> [1] 01:00:20 02:10:20 01:00:20 02:10:20 <NA>     #> attr(,\"brks\") #> 01:00:20 #> 02:10:20 #> 03:02:21 #> Levels: 01:00:20 02:10:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 01:00:20 1992-02-01 01:00:20 1992-02-01 01:00:20 #> [4] 1992-02-01 01:00:20 1999-02-01 21:20:20 1992-02-01 01:00:20 #> Levels: 1992-02-01 01:00:20 1999-02-01 21:20:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"month_only\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks=NULL,format = \"%A-%H\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01 #> Levels: 1992-02-01 1999-02-01 as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.Date(x, ...): invalid specification of 'breaks'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-correlations","title":"Data correlations evaluation module — data-correlations","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-correlations","text":"","code":"data_correlations_ui(id, ...)  data_correlations_server(id, data, include.class = NULL, cutoff = 0.7, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-correlations","text":"id Module id. (Use 'ns(\"id\")') ... arguments passed toastui::datagrid data data color.main main color color.sec secondary color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-correlations","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the data-import module — data_import_demo_app","title":"Test app for the data-import module — data_import_demo_app","text":"Test app data-import module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the data-import module — data_import_demo_app","text":"","code":"data_import_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the data-import module — data_import_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ data_import_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-plots","title":"Data correlations evaluation module — data-plots","text":"Data correlations evaluation module Wrapper create plot based provided type Beautiful box plot(s) Create nice box-plots Nice horizontal stacked bars (Grotta bars) Plot nice ridge plot Readying data sankey plot Beautiful sankey plot option split tertiary group Beautiful violin plot Beatiful violin plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-plots","text":"","code":"data_visuals_ui(id, tab_title = \"Plots\", ...)  data_visuals_server(id, data, ...)  create_plot(data, type, pri, sec, ter = NULL, ...)  plot_box(data, pri, sec, ter = NULL)  plot_box_single(data, pri, sec = NULL, seed = 2103)  plot_hbars(data, pri, sec, ter = NULL)  plot_ridge(data, x, y, z = NULL, ...)  sankey_ready(data, pri, sec, numbers = \"count\", ...)  plot_sankey(data, pri, sec, ter = NULL, color.group = \"x\", colors = NULL)  plot_scatter(data, pri, sec, ter = NULL)  plot_violin(data, pri, sec, ter = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-plots","text":"id Module id. (Use 'ns(\"id\")') ... ignored now data data.frame type plot type (derived possible_plots() matches custom function) pri primary variable sec secondary variable ter tertiary variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-plots","text":"Shiny ui module shiny server module ggplot2 object ggplot2 object ggplot object ggplot2 object ggplot2 object data.frame ggplot2 object ggplot2 object ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data correlations evaluation module — data-plots","text":"","code":"create_plot(mtcars, \"plot_violin\", \"mpg\", \"cyl\") |> attributes() #> $code #> FreesearchR::plot_violin(pri = \"mpg\", sec = \"cyl\", ter = NULL) #>  mtcars |> plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Error in purrr::map(p, ~ggplot2::layer_scales(.x)[[axis]]$get_limits()): ℹ In index: 2. #> ℹ With name: 4. #> Caused by error in `viridis::scale_fill_viridis()`: #> ! Continuous values supplied to discrete scale. #> ℹ Example values: 4 and 6 mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\")  mtcars |> plot_box_single(\"mpg\",\"cyl\")  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |>   default_parsing() |>   plot_ridge(x = \"mpg\", y = \"cyl\") #> Picking joint bandwidth of 1.38  mtcars |> plot_ridge(x = \"mpg\", y = \"cyl\", z = \"gear\") #> Picking joint bandwidth of 1.52 #> Warning: The following aesthetics were dropped during statistical transformation: y and #> fill. #> ℹ This can happen when ggplot fails to infer the correct grouping structure in #>   the data. #> ℹ Did you forget to specify a `group` aesthetic or to convert a numerical #>   variable into a factor? #> Error in ggridges::geom_density_ridges(): Problem while setting up geom. #> ℹ Error occurred in the 1st layer. #> Caused by error in `compute_geom_1()`: #> ! `geom_density_ridges()` requires the following missing aesthetics: y. ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = sample(c(letters[1:4], NA), 100, TRUE, prob = c(rep(.23, 4), .08))) ds |> sankey_ready(\"first\", \"last\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx          ly          #>    <fct> <fct> <int>  <int>  <int> <fct>       <fct>       #>  1 d     d        11     36     18 \"d\\n(n=36)\" \"d\\n(n=18)\" #>  2 d     a        11     36     30 \"d\\n(n=36)\" \"a\\n(n=30)\" #>  3 d     b         6     36     25 \"d\\n(n=36)\" \"b\\n(n=25)\" #>  4 d     c         8     36     22 \"d\\n(n=36)\" \"c\\n(n=22)\" #>  5 c     d         3     24     18 \"c\\n(n=24)\" \"d\\n(n=18)\" #>  6 c     a         7     24     30 \"c\\n(n=24)\" \"a\\n(n=30)\" #>  7 c     b        10     24     25 \"c\\n(n=24)\" \"b\\n(n=25)\" #>  8 c     c         1     24     22 \"c\\n(n=24)\" \"c\\n(n=22)\" #>  9 c     NA        3     24      5 \"c\\n(n=24)\"  NA         #> 10 b     d         2     17     18 \"b\\n(n=17)\" \"d\\n(n=18)\" #> 11 b     a         4     17     30 \"b\\n(n=17)\" \"a\\n(n=30)\" #> 12 b     b         3     17     25 \"b\\n(n=17)\" \"b\\n(n=25)\" #> 13 b     c         7     17     22 \"b\\n(n=17)\" \"c\\n(n=22)\" #> 14 b     NA        1     17      5 \"b\\n(n=17)\"  NA         #> 15 a     d         2     23     18 \"a\\n(n=23)\" \"d\\n(n=18)\" #> 16 a     a         8     23     30 \"a\\n(n=23)\" \"a\\n(n=30)\" #> 17 a     b         6     23     25 \"a\\n(n=23)\" \"b\\n(n=25)\" #> 18 a     c         6     23     22 \"a\\n(n=23)\" \"c\\n(n=22)\" #> 19 a     NA        1     23      5 \"a\\n(n=23)\"  NA         ds |> sankey_ready(\"first\", \"last\", numbers = \"percentage\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx         ly         #>    <fct> <fct> <int>  <int>  <int> <fct>      <fct>      #>  1 d     d        11     36     18 \"d\\n(36%)\" \"d\\n(18%)\" #>  2 d     a        11     36     30 \"d\\n(36%)\" \"a\\n(30%)\" #>  3 d     b         6     36     25 \"d\\n(36%)\" \"b\\n(25%)\" #>  4 d     c         8     36     22 \"d\\n(36%)\" \"c\\n(22%)\" #>  5 c     d         3     24     18 \"c\\n(24%)\" \"d\\n(18%)\" #>  6 c     a         7     24     30 \"c\\n(24%)\" \"a\\n(30%)\" #>  7 c     b        10     24     25 \"c\\n(24%)\" \"b\\n(25%)\" #>  8 c     c         1     24     22 \"c\\n(24%)\" \"c\\n(22%)\" #>  9 c     NA        3     24      5 \"c\\n(24%)\"  NA        #> 10 b     d         2     17     18 \"b\\n(17%)\" \"d\\n(18%)\" #> 11 b     a         4     17     30 \"b\\n(17%)\" \"a\\n(30%)\" #> 12 b     b         3     17     25 \"b\\n(17%)\" \"b\\n(25%)\" #> 13 b     c         7     17     22 \"b\\n(17%)\" \"c\\n(22%)\" #> 14 b     NA        1     17      5 \"b\\n(17%)\"  NA        #> 15 a     d         2     23     18 \"a\\n(23%)\" \"d\\n(18%)\" #> 16 a     a         8     23     30 \"a\\n(23%)\" \"a\\n(30%)\" #> 17 a     b         6     23     25 \"a\\n(23%)\" \"b\\n(25%)\" #> 18 a     c         6     23     22 \"a\\n(23%)\" \"c\\n(22%)\" #> 19 a     NA        1     23      5 \"a\\n(23%)\"  NA        data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   sankey_ready(\"first\", \"last\") #> # A tibble: 8 × 7 #>   first last      n gx.sum gy.sum lx          ly              #>   <fct> <fct> <int>  <int>  <int> <fct>       <fct>           #> 1 b     FALSE    16     29     66 \"b\\n(n=29)\" \"FALSE\\n(n=66)\" #> 2 b     TRUE     13     29     34 \"b\\n(n=29)\" \"TRUE\\n(n=34)\"  #> 3 a     FALSE    18     25     66 \"a\\n(n=25)\" \"FALSE\\n(n=66)\" #> 4 a     TRUE      7     25     34 \"a\\n(n=25)\" \"TRUE\\n(n=34)\"  #> 5 d     FALSE    13     20     66 \"d\\n(n=20)\" \"FALSE\\n(n=66)\" #> 6 d     TRUE      7     20     34 \"d\\n(n=20)\" \"TRUE\\n(n=34)\"  #> 7 c     FALSE    19     26     66 \"c\\n(n=26)\" \"FALSE\\n(n=66)\" #> 8 c     TRUE      7     26     34 \"c\\n(n=26)\" \"TRUE\\n(n=34)\"  ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey(\"first\", \"last\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” ds |> plot_sankey(\"first\", \"last\", color.group = \"y\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” ds |> plot_sankey(\"first\", \"last\", z = \"g\", color.group = \"y\") #> Error in plot_sankey(ds, \"first\", \"last\", z = \"g\", color.group = \"y\"): unused argument (z = \"g\") mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\")  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 1: `cyl = 4`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 1: `cyl = 4`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 2: `cyl = 6`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 2: `cyl = 6`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary module — data-summary","title":"Data summary module — data-summary","text":"Data summary module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary module — data-summary","text":"","code":"data_summary_ui(id)  data_summary_server(id, data, color.main, color.sec, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary module — data-summary","text":"id Module id. (Use 'ns(\"id\")') data data color.main main color color.sec secondary color ... arguments passed create_overview_datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary module — data-summary","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":null,"dir":"Reference","previous_headings":"","what":"Ultra short data dascription — data_description","title":"Ultra short data dascription — data_description","text":"Ultra short data dascription","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ultra short data dascription — data_description","text":"","code":"data_description(data, data_text = \"Data\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ultra short data dascription — data_description","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ultra short data dascription — data_description","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ultra short data dascription — data_description","text":"","code":"data.frame(   sample(1:8, 20, TRUE),   sample(c(1:8, NA), 20, TRUE) ) |> data_description() #> [1] \"Data has 20 observations and 2 variables, with 20 (100%) complete cases.\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":null,"dir":"Reference","previous_headings":"","what":"Data type assessment. — data_type","title":"Data type assessment. — data_type","text":"overall native typeof. used assess meaningful \"clinical\" data type.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data type assessment. — data_type","text":"","code":"data_type(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data type assessment. — data_type","text":"data vector data.frame. data frame, column evaluated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data type assessment. — data_type","text":"outcome type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data type assessment. — data_type","text":"","code":"mtcars |>   default_parsing() |>   lapply(data_type) #> $mpg #> [1] \"continuous\" #>  #> $cyl #> [1] \"categorical\" #>  #> $disp #> [1] \"continuous\" #>  #> $hp #> [1] \"continuous\" #>  #> $drat #> [1] \"continuous\" #>  #> $wt #> [1] \"continuous\" #>  #> $qsec #> [1] \"continuous\" #>  #> $vs #> [1] \"dichotomous\" #>  #> $am #> [1] \"dichotomous\" #>  #> $gear #> [1] \"categorical\" #>  #> $carb #> [1] \"categorical\" #>  mtcars |>   default_parsing() |>   data_type() #>           mpg           cyl          disp            hp          drat  #>  \"continuous\" \"categorical\"  \"continuous\"  \"continuous\"  \"continuous\"  #>            wt          qsec            vs            am          gear  #>  \"continuous\"  \"continuous\" \"dichotomous\" \"dichotomous\" \"categorical\"  #>          carb  #> \"categorical\"  c(1, 2) |> data_type() #> [1] \"dichotomous\" 1 |> data_type() #> [1] \"monotone\" c(rep(NA, 10)) |> data_type() #> [1] \"empty\" sample(1:100, 50) |> data_type() #> [1] \"continuous\" factor(letters[1:20]) |> data_type() #> [1] \"categorical\" as.Date(1:20) |> data_type() #> [1] \"datetime\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Filter function to filter data set by variable type — data_type_filter","title":"Filter function to filter data set by variable type — data_type_filter","text":"Filter function filter data set variable type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"data_type_filter(data, type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Filter function to filter data set by variable type — data_type_filter","text":"data data frame type vector data types (recognised: data_types)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Filter function to filter data set by variable type — data_type_filter","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"default_parsing(mtcars) |>   data_type_filter(type = c(\"categorical\", \"continuous\")) |>   attributes() #> $names #> [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"gear\" \"carb\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $class #> [1] \"tbl_df\"     \"tbl\"        \"data.frame\" #>  #> $code #> FreesearchR::data_type_filter(type = c(\"categorical\", \"continuous\" #> )) #>  default_parsing(mtcars) |>   data_type_filter(type = NULL) |>   attributes() #> $class #> [1] \"tbl_df\"     \"tbl\"        \"data.frame\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $names #>  [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"vs\"   \"am\"   \"gear\" #> [11] \"carb\" #>  if (FALSE) { # \\dontrun{ default_parsing(mtcars) |> data_type_filter(type = c(\"test\", \"categorical\", \"continuous\")) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Recognised data types from data_type — data_types","title":"Recognised data types from data_type — data_types","text":"Recognised data types data_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Recognised data types from data_type — data_types","text":"","code":"data_types()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Recognised data types from data_type — data_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Recognised data types from data_type — data_types","text":"","code":"data_types() #> [1] \"dichotomous\" \"ordinal\"     \"categorical\" \"datatime\"    \"continuous\"  #> [6] \"text\"        \"empty\"       \"monotone\"    \"unknown\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":null,"dir":"Reference","previous_headings":"","what":"Defaults qmd formats — default_format_arguments","title":"Defaults qmd formats — default_format_arguments","text":"Defaults qmd formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Defaults qmd formats — default_format_arguments","text":"","code":"default_format_arguments()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Defaults qmd formats — default_format_arguments","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":null,"dir":"Reference","previous_headings":"","what":"Default data parsing — default_parsing","title":"Default data parsing — default_parsing","text":"Default data parsing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Default data parsing — default_parsing","text":"","code":"default_parsing(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Default data parsing — default_parsing","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Default data parsing — default_parsing","text":"data.frame tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Default data parsing — default_parsing","text":"","code":"mtcars |> str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num  6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : num  0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num  1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num  4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num  4 4 1 1 2 1 4 2 2 4 ... mtcars |>   default_parsing() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : Factor w/ 3 levels \"4\",\"6\",\"8\": 2 2 1 2 3 2 3 1 1 2 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : logi [1:32] FALSE FALSE TRUE TRUE FALSE TRUE ... #>  $ am  : logi [1:32] TRUE TRUE TRUE FALSE FALSE FALSE ... #>  $ gear: Factor w/ 3 levels \"3\",\"4\",\"5\": 2 2 2 1 1 1 1 2 2 2 ... #>  $ carb: Factor w/ 6 levels \"1\",\"2\",\"3\",\"4\",..: 4 4 1 1 2 1 4 2 2 4 ... head(starwars, 5) |> str() #> Error: object 'starwars' not found starwars |>   default_parsing() |>   head(5) |>   str() #> Error: object 'starwars' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop empty events from REDCap export — drop_empty_event","title":"Drop empty events from REDCap export — drop_empty_event","text":"Drop empty events REDCap export","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop empty events from REDCap export — drop_empty_event","text":"","code":"drop_empty_event(data, event = \"redcap_event_name\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop empty events from REDCap export — drop_empty_event","text":"data data event \"redcap_event_name\", \"redcap_repeat_instrument\" \"redcap_repeat_instance\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop empty events from REDCap export — drop_empty_event","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"Deparses expression string, substitutes native pipe adds assign","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"expression_string(data, assign.str = \"\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"data expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"list(   as.symbol(paste0(\"mtcars$\", \"mpg\")),   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   merge_expression() |>   expression_string() #> [1] \"mtcars$mpg|>\\ndplyr::select(c('cyl','disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":null,"dir":"Reference","previous_headings":"","what":"Factorize variables in data.frame — factorize","title":"Factorize variables in data.frame — factorize","text":"Factorize variables data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(data, vars)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Factorize variables in data.frame — factorize","text":"data data.frame vars variables force factorize","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Factorize variables in data.frame — factorize","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(mtcars,names(mtcars)) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4             21   6   160 110  3.9  2.62 16.46  0  1    4    4 #> Mazda RX4 Wag         21   6   160 110  3.9 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4   108  93 3.85  2.32 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6   258 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8   360 175 3.15  3.44 17.02  0  0    3    2 #> Valiant             18.1   6   225 105 2.76  3.46 20.22  1  0    3    1 #> Duster 360          14.3   8   360 245 3.21  3.57 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69  3.19    20  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92  3.15  22.9  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92  3.44  18.3  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92  3.44  18.9  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07  4.07  17.4  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07  3.73  17.6  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07  3.78    18  0  0    3    3 #> Cadillac Fleetwood  10.4   8   472 205 2.93  5.25 17.98  0  0    3    4 #> Lincoln Continental 10.4   8   460 215    3 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8   440 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08   2.2 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835  19.9  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97  3.7 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8   318 150 2.76  3.52 16.87  0  0    3    2 #> AMC Javelin         15.2   8   304 150 3.15 3.435  17.3  0  0    3    2 #> Camaro Z28          13.3   8   350 245 3.73  3.84 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8   400 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4    79  66 4.08 1.935  18.9  1  1    4    1 #> Porsche 914-2         26   4 120.3  91 4.43  2.14  16.7  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513  16.9  1  1    5    2 #> Ford Pantera L      15.8   8   351 264 4.22  3.17  14.5  0  1    5    4 #> Ferrari Dino        19.7   6   145 175 3.62  2.77  15.5  0  1    5    6 #> Maserati Bora         15   8   301 335 3.54  3.57  14.6  0  1    5    8 #> Volvo 142E          21.4   4   121 109 4.11  2.78  18.6  1  1    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_export","title":"Title — file_export","text":"Title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_export","text":"","code":"file_export(data, output.format = c(\"df\", \"teal\", \"list\"), filename, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_export","text":"data data output.format output filename filename ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_export","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":null,"dir":"Reference","previous_headings":"","what":"Merges list of named arguments for qmd header generation — format_writer","title":"Merges list of named arguments for qmd header generation — format_writer","text":"Merges list named arguments qmd header generation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merges list of named arguments for qmd header generation — format_writer","text":"","code":"format_writer(data, name)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merges list of named arguments for qmd header generation — format_writer","text":"data vector name name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merges list of named arguments for qmd header generation — format_writer","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_fun_options","title":"Get the function options based on the selected function description — get_fun_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"get_fun_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_fun_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_fun_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_functions(design = \"cross-sectional\") |>   (\\(.x){     .x[[1]]   })() |>   get_fun_options() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":null,"dir":"Reference","previous_headings":"","what":"Print label, and if missing print variable name — get_label","title":"Print label, and if missing print variable name — get_label","text":"Print label, missing print variable name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print label, and if missing print variable name — get_label","text":"","code":"get_label(data, var = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print label, and if missing print variable name — get_label","text":"data vector data frame var variable name. Optional.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print label, and if missing print variable name — get_label","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print label, and if missing print variable name — get_label","text":"","code":"mtcars |> get_label(var = \"mpg\") #> [1] \"mpg\" mtcars |> get_label() #> [1] \"mtcars\" mtcars$mpg |> get_label() #> [1] \"mtcars$mpg\" gtsummary::trial |> get_label(var = \"trt\") #> [1] \"Chemotherapy Treatment\" 1:10 |> get_label() #> [1] \"1:10\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_plot_options","title":"Get the function options based on the selected function description — get_plot_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"get_plot_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_plot_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_plot_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"ls <- mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_plots() |>   (\\(.x){     .x[[1]]   })() |>   get_plot_options()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function follows idea comment: https://stackoverflow.com/questions/38983179/-call--function--r-without-loading--package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"x function function name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(\"stats::lm\") #> function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> } #> <bytecode: 0x55954c6341f0> #> <environment: namespace:stats>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting export objects — gg_theme_export","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"GGplot default theme plotting export objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"","code":"gg_theme_export()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting in Shiny — gg_theme_shiny","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"GGplot default theme plotting Shiny","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"","code":"gg_theme_shiny()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":null,"dir":"Reference","previous_headings":"","what":"Area proportional venn diagrams — ggeulerr","title":"Area proportional venn diagrams — ggeulerr","text":"slightly modified https://gist.github.com/danlooo/d23d8bcf8856c7dd8e86266097404ded functions uses eulerr::euler plot area proportional venn diagramms plots using ggplot2","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Area proportional venn diagrams — ggeulerr","text":"","code":"ggeulerr(combinations, show_quantities = TRUE, show_labels = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Area proportional venn diagrams — ggeulerr","text":"combinations set relationships named numeric vector, matrix, data.frame(See eulerr::euler) show_quantities whether show number intersecting elements show_labels whether show set names ... arguments passed eulerr::euler","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":null,"dir":"Reference","previous_headings":"","what":"Matches pattern to vector based on match type — grepl_fix","title":"Matches pattern to vector based on match type — grepl_fix","text":"Matches pattern vector based match type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"grepl_fix(data, pattern, type = c(\"prefix\", \"infix\", \"suffix\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Matches pattern to vector based on match type — grepl_fix","text":"data vector pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Matches pattern to vector based on match type — grepl_fix","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"c(\"id\", \"age\", \"weight_0\", \"weight_1\") |> grepl_fix(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #> [1] FALSE FALSE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":null,"dir":"Reference","previous_headings":"","what":"Return if available — if_not_missing","title":"Return if available — if_not_missing","text":"Return available","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Return if available — if_not_missing","text":"","code":"if_not_missing(data, default = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Return if available — if_not_missing","text":"data vector default assigned value missings","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Return if available — if_not_missing","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Return if available — if_not_missing","text":"","code":"NULL |> if_not_missing(\"new\") #> [1] \"new\" c(2, \"a\", NA) |> if_not_missing() #> [1] \"2\" \"a\" \"See\" |> if_not_missing() #> [1] \"See\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to ease data file import — import-file-type","title":"Wrapper to ease data file import — import-file-type","text":"Wrapper ease data file import","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to ease data file import — import-file-type","text":"","code":"import_delim(file, skip, encoding, na.strings)  import_xls(file, sheet, skip, na.strings)  import_ods(file, sheet, skip, na.strings)  import_dta(file)  import_rds(file)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to ease data file import — import-file-type","text":"file path file skip number row skip encoding file encoding na.strings character(s) interpret missing values. sheet Excel files, sheet read","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to ease data file import — import-file-type","text":"data.frame data.frame data.frame data.frame data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from a file — import-file","title":"Import data from a file — import-file","text":"Let user upload file import data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from a file — import-file","text":"","code":"import_file_ui(   id,   title = \"\",   preview_data = TRUE,   file_extensions = c(\".csv\", \".txt\", \".xls\", \".xlsx\", \".rds\", \".fst\", \".sas7bdat\",     \".sav\"),   layout_params = c(\"dropdown\", \"inline\") )  import_file_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL) )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from a file — import-file","text":"preview_data Show preview data file input. file_extensions File extensions accepted shiny::fileInput(), can also MIME type. layout_params display import parameters : dropdown button inline file input.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the import_file module — import_file_demo_app","title":"Test app for the import_file module — import_file_demo_app","text":"Test app import_file module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"import_file_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ import_file_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":null,"dir":"Reference","previous_headings":"","what":"Split vector by an index and embed addition — index_embed","title":"Split vector by an index and embed addition — index_embed","text":"Split vector index embed addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Split vector by an index and embed addition — index_embed","text":"","code":"index_embed(data, index, add = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Split vector by an index and embed addition — index_embed","text":"data vector index split index add addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Split vector by an index and embed addition — index_embed","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":null,"dir":"Reference","previous_headings":"","what":"Test class — is_any_class","title":"Test class — is_any_class","text":"Test class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test class — is_any_class","text":"","code":"is_any_class(data, class.vec)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test class — is_any_class","text":"data data class.vec vector class names test","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test class — is_any_class","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test class — is_any_class","text":"","code":"if (FALSE) { # \\dontrun{ vapply(REDCapCAST::redcapcast_data, \\(.x){   is_any_class(.x, c(\"hms\", \"Date\", \"POSIXct\", \"POSIXt\")) }, logical(1)) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":null,"dir":"Reference","previous_headings":"","what":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"Checks elements vector equally spaced indication ID","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"is_consecutive(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"1:10 |> is_consecutive() #> [1] TRUE sample(1:100,40) |> is_consecutive() #> [1] FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":null,"dir":"Reference","previous_headings":"","what":"Test is date/datetime/time — is_datetime","title":"Test is date/datetime/time — is_datetime","text":"Test date/datetime/time","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test is date/datetime/time — is_datetime","text":"","code":"is_datetime(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test is date/datetime/time — is_datetime","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test is date/datetime/time — is_datetime","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test is date/datetime/time — is_datetime","text":"","code":"vapply(REDCapCAST::redcapcast_data, is_datetime, logical(1)) #>                    record_id            redcap_event_name  #>                        FALSE                        FALSE  #>     redcap_repeat_instrument       redcap_repeat_instance  #>                        FALSE                        FALSE  #>                          cpr                    inclusion  #>                        FALSE                         TRUE  #>               inclusion_time                          dob  #>                         TRUE                         TRUE  #>                          age                  age_integer  #>                        FALSE                        FALSE  #>                          sex                 cohabitation  #>                        FALSE                        FALSE  #>                 hypertension                     diabetes  #>                        FALSE                        FALSE  #>                       region baseline_data_start_complete  #>                        FALSE                        FALSE  #>                 mrs_assessed                     mrs_date  #>                        FALSE                         TRUE  #>                    mrs_score                 mrs_complete  #>                        FALSE                        FALSE  #>                      con_mrs                     con_calc  #>                        FALSE                        FALSE  #>           consensus_complete               event_datetime  #>                        FALSE                         TRUE  #>                    event_age                   event_type  #>                        FALSE                        FALSE  #>           new_event_complete  #>                        FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if url is valid format for REDCap API — is_valid_redcap_url","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"Test url valid format REDCap API","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"is_valid_redcap_url(url)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"url url","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"url <- c(   \"www.example.com\",   \"redcap.your.inst/api/\",   \"https://redcap.your.inst/api/\",   \"https://your.inst/redcap/api/\",   \"https://www.your.inst/redcap/api/\" ) is_valid_redcap_url(url) #> [1] FALSE FALSE  TRUE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate REDCap token — is_valid_token","title":"Validate REDCap token — is_valid_token","text":"Validate REDCap token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate REDCap token — is_valid_token","text":"","code":"is_valid_token(token, pattern_env = NULL, nchar = 32)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate REDCap token — is_valid_token","text":"token token pattern_env pattern","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate REDCap token — is_valid_token","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate REDCap token — is_valid_token","text":"","code":"token <- paste(sample(c(1:9, LETTERS[1:6]), 32, TRUE), collapse = \"\") is_valid_token(token) #> [1] TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily launch the FreesearchR app — launch_FreesearchR","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"data.frames global environment accessible app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"launch_FreesearchR(...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"... passed shiny::runApp()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"shiny app","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"if (FALSE) { # \\dontrun{ data(mtcars) shiny_FreesearchR(launch.browser = TRUE) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily round log scale limits for nice plots — limit_log","title":"Easily round log scale limits for nice plots — limit_log","text":"Easily round log scale limits nice plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(data, fun, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily round log scale limits for nice plots — limit_log","text":"data data fun rounding function (floor/ceiling) ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily round log scale limits for nice plots — limit_log","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(-.1, floor) #> [1] 0.7 limit_log(.1, ceiling) #> [1] 2 limit_log(-2.1, ceiling) #> [1] 0.008 limit_log(2.1, ceiling) #> [1] 200"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":null,"dir":"Reference","previous_headings":"","what":"Line breaking at given number of characters for nicely plotting labels — line_break","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"Line breaking given number characters nicely plotting labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"line_break(data, lineLength = 20, force = FALSE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"data string lineLength maximum line length fixed flag force split exactly value given lineLength. Default FALSE, splitting spaces.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"\"Lorem ipsum... you know the routine\" |> line_break() #> [1] \"Lorem ipsum... you\\nknow the routine\" paste(sample(letters[1:10], 100, TRUE), collapse = \"\") |> line_break(force = TRUE) #> [1] \"bfheegaaihgbigiecjjc\\nejbhjfgbdbegciiccfeg\\nbgccehdajdebjihfdbcg\\nacigaffbaadgbabdedhf\\njeaifgdbjhieaca\\n\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":null,"dir":"Reference","previous_headings":"","what":"Merge list of expressions — merge_expression","title":"Merge list of expressions — merge_expression","text":"Merge list expressions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merge list of expressions — merge_expression","text":"","code":"merge_expression(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merge list of expressions — merge_expression","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merge list of expressions — merge_expression","text":"expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Merge list of expressions — merge_expression","text":"","code":"list(   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |> merge_expression() #> dplyr::select(c(\"cyl\", \"disp\")) %>% FreesearchR::default_parsing()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"Wrapper pivot gtsummary table data long plotting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"","code":"merge_long(list, model.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list custom regression models list model.names names models include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":null,"dir":"Reference","previous_headings":"","what":"Get missingsness fraction — missing_fraction","title":"Get missingsness fraction — missing_fraction","text":"Get missingsness fraction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get missingsness fraction — missing_fraction","text":"","code":"missing_fraction(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get missingsness fraction — missing_fraction","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get missingsness fraction — missing_fraction","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get missingsness fraction — missing_fraction","text":"","code":"c(NA, 1:10, rep(NA, 3)) |> missing_fraction() #> [1] 0.2857143"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to modify quarto file to render specific formats — modify_qmd","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"Wrapper modify quarto file render specific formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"","code":"modify_qmd(file, format)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"file filename format desired output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"none","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview data.frame ready for sparklines — overview_vars","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"Create data overview data.frame ready sparklines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"overview_vars(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"mtcars |> overview_vars() #> # A tibble: 11 × 7 #>    icon        type        name  n_missing p_complete n_unique vals         #>    <chr>       <chr>       <chr>     <dbl>      <dbl>    <int> <named list> #>  1 continuous  continuous  mpg           0          1       25 <dbl [32]>   #>  2 continuous  continuous  cyl           0          1        3 <dbl [32]>   #>  3 continuous  continuous  disp          0          1       27 <dbl [32]>   #>  4 continuous  continuous  hp            0          1       22 <dbl [32]>   #>  5 continuous  continuous  drat          0          1       22 <dbl [32]>   #>  6 continuous  continuous  wt            0          1       29 <dbl [32]>   #>  7 continuous  continuous  qsec          0          1       30 <dbl [32]>   #>  8 dichotomous dichotomous vs            0          1        2 <dbl [32]>   #>  9 dichotomous dichotomous am            0          1        2 <dbl [32]>   #> 10 continuous  continuous  gear          0          1        3 <dbl [32]>   #> 11 continuous  continuous  carb          0          1        6 <dbl [32]>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Reduce character vector with the native pipe operator or character string — pipe_string","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"Reduce character vector native pipe operator character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"pipe_string(data, collapse = \"|>\\n\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"list(   \"mtcars\",   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   lapply(expression_string) |>   pipe_string() |>   expression_string(\"data<-\") #> [1] \"data<-mtcars|>\\ndplyr::select(c('cyl','disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":null,"dir":"Reference","previous_headings":"","what":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"Regression coef plot gtsummary. Slightly modified pass arguments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"# S3 method for class 'tbl_regression' plot(   x,   plot_ref = TRUE,   remove_header_rows = TRUE,   remove_reference_rows = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"x (tbl_regression, tbl_uvregression) 'tbl_regression' 'tbl_uvregression' object plot_ref (scalar logical) plot reference values remove_header_rows (scalar logical) logical indicating whether remove header rows categorical variables. Default TRUE remove_reference_rows (scalar logical) logical indicating whether remove reference rows categorical variables. Default FALSE. ... arguments passed ggstats::ggcoef_plot(...)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"if (FALSE) { # \\dontrun{ mod <- lm(mpg ~ ., default_parsing(mtcars)) p <- mod |>   gtsummary::tbl_regression() |>   plot(colour = \"variable\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot euler diagrams — plot_euler","title":"Easily plot euler diagrams — plot_euler","text":"Easily plot euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot euler diagrams — plot_euler","text":"","code":"plot_euler(data, pri, sec, ter = NULL, seed = 2103)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily plot euler diagrams — plot_euler","text":"data data seed seed x name main variable y name secondary variables z grouping variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot euler diagrams — plot_euler","text":"patchwork object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot euler diagrams — plot_euler","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler(\"A\", c(\"B\", \"C\"), \"D\", seed = 4)  mtcars |> plot_euler(\"vs\", \"am\", seed = 1) #> [[1]]  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot single euler diagrams — plot_euler_single","title":"Easily plot single euler diagrams — plot_euler_single","text":"Easily plot single euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"plot_euler_single(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot single euler diagrams — plot_euler_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler_single()  mtcars[c(\"vs\", \"am\")] |> plot_euler_single()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Beautiful sankey plot — plot_sankey_single","title":"Beautiful sankey plot — plot_sankey_single","text":"Beautiful sankey plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"plot_sankey_single(   data,   pri,   sec,   color.group = c(\"pri\", \"sec\"),   colors = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Beautiful sankey plot — plot_sankey_single","text":"color.group set group colour . \"x\" \"y\". colors optinally specify colors. Give NA color, color level primary group color level secondary group. ... passed sankey_ready()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Beautiful sankey plot — plot_sankey_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey_single(\"first\", \"last\") #> Loading required package: ggplot2 #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  ds |> plot_sankey_single(\"first\", \"last\", color.group = \"y\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   plot_sankey_single(\"first\", \"last\", color.group = \"pri\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_functions","title":"Get possible regression models — possible_functions","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_functions","text":"","code":"possible_functions(data, design = c(\"cross-sectional\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_functions","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_functions","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_functions","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\"  mtcars |>   default_parsing() |>   dplyr::select(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_plots","title":"Get possible regression models — possible_plots","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_plots","text":"","code":"possible_plots(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_plots","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_plots","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_plots","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_plots() #> [1] \"Stacked horizontal bars\" \"Violin plot\"             #> [3] \"Sankey plot\"             \"Box plot\"                 mtcars |>   default_parsing() |>   dplyr::select(\"mpg\") |>   possible_plots() #> [1] \"Violin plot\"  \"Scatter plot\" \"Box plot\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Flexible file import based on extension — read_input","title":"Flexible file import based on extension — read_input","text":"Flexible file import based extension","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(file, consider.na = c(\"NA\", \"\\\"\\\"\", \"\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Flexible file import based on extension — read_input","text":"file file name consider.na character vector strings consider NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Flexible file import based on extension — read_input","text":"tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(\"https://raw.githubusercontent.com/agdamsbo/cognitive.index.lookup/main/data/sample.csv\") #> Rows: 28 Columns: 8 #> ── Column specification ──────────────────────────────────────────────────────── #> Delimiter: \",\" #> dbl (8): id, ab, age, imm, vis, ver, att, del #>  #> ℹ Use `spec()` to retrieve the full column specification for this data. #> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message. #> # A tibble: 28 × 8 #>       id    ab   age   imm   vis   ver   att   del #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1     1     1    74    38    35    30    29    35 #>  2     1     2    69    36    36    21    27    37 #>  3     2     1    63    32    31    26    34    38 #>  4     2     2    64    37    34    26    36    46 #>  5     3     1    69    39    33    31    47    29 #>  6     3     2    70    40    36    31    46    25 #>  7     4     1    79    44    37    20    37    36 #>  8     4     2    81    35    36    31    37    40 #>  9     5     1    77    35    26    17    20    36 #> 10     5     2    80    29    34    18    23    36 #> # ℹ 18 more rows"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Shiny module to browser and export REDCap data — m_redcap_readUI","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"Shiny module browser export REDCap data Test app redcap_read_shiny_module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"m_redcap_readUI(id, title = TRUE, url = NULL)  m_redcap_readServer(id)  redcap_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"id Namespace id include_title logical include title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"shiny ui element shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"if (FALSE) { # \\dontrun{ redcap_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a regression model programatically — regression_model","title":"Create a regression model programatically — regression_model","text":"Output concatenated list model information model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a regression model programatically — regression_model","text":"","code":"regression_model(   data,   outcome.str = NULL,   auto.mode = FALSE,   formula.str = NULL,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_uv(   data,   outcome.str,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )  regression_model_uv_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a regression model programatically — regression_model","text":"data data outcome.str name outcome variable auto.mode Make assumptions function dependent outcome data format. Overwrites arguments. formula.str custom formula glue string. Default NULL. args.list custom character string converted using argsstring2list() list arguments. Default NULL. fun name custom function. Default NULL. vars character vector variables include ... ignored fun.descr Description chosen function matching description \"supported_functions()\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a regression model programatically — regression_model","text":"object standard class fun object standard class fun list list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a regression model programatically — regression_model","text":"","code":"gtsummary::trial |>   regression_model(outcome.str = \"age\") #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: age~ #>    ^ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) #>  #> Call: #> (function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> })(formula = age ~ ., data = structure(list(trt = structure(c(1L,  #> 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,  #> 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,  #> 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L,  #> 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L,  #> 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L,  #> 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L,  #> 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L,  #> 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L,  #> 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,  #> 2L, 1L, 2L, 1L, 1L, 1L, 1L), levels = c(\"Drug A\", \"Drug B\"), class = \"factor\", label = \"Chemotherapy Treatment\"),  #>     age = structure(c(23, 9, 31, NA, 51, 39, 37, 32, 31, 34,  #>     42, 63, 54, 21, 48, 71, 38, 49, 57, 46, 47, 52, 61, 38, 34,  #>     49, 63, 67, 68, 78, 36, 37, 53, 36, 51, 48, 57, 31, 37, 28,  #>     40, 49, 61, 56, 54, 71, 38, 31, 48, NA, 83, 52, 32, 53, 69,  #>     60, 45, 39, NA, 38, 36, 71, 31, 43, 57, 53, 25, 44, 25, 30,  #>     51, 40, NA, 43, 21, 54, 67, 43, 54, 41, 34, 34, 6, 39, 36,  #>     58, 27, 47, NA, 50, 61, 47, 52, 51, 68, 33, 65, 34, 38, 60,  #>     10, 49, 56, 50, 60, 49, 54, 39, 48, 65, 47, 61, 34, NA, NA,  #>     58, 26, 44, 17, 68, 57, 66, 44, NA, 67, 48, 62, 35, 53, 53,  #>     66, 55, 57, 47, 58, 43, 45, 44, 63, 59, 44, 53, 51, 28, 65,  #>     63, 76, 61, 33, 48, 42, 36, 55, 20, 26, 50, 47, 74, 50, 31,  #>     45, 51, 66, 76, 47, 48, 56, 70, 46, 43, 41, 41, 19, 49, 43,  #>     43, 75, 52, 42, 37, 45, 35, 67, 38, 44, 45, 39, 46, NA, 42,  #>     60, 31, 45, 38, NA, 19, 69, 66, NA, 64), label = \"Age\"),  #>     marker = structure(c(0.16, 1.107, 0.277, 2.067, 2.767, 0.613,  #>     0.354, 1.739, 0.144, 0.205, 0.513, 0.06, 0.831, 0.258, 0.128,  #>     0.445, 2.083, 0.157, 0.066, 0.325, 0.266, 0.719, 1.713, 0.096,  #>     0.105, 0.043, 0.981, 1.156, 0.105, 0.175, 0.309, 1.869, 2.008,  #>     1.894, 0.16, 1.209, 0.108, 0.611, 0.222, 0.803, 0.37, NA,  #>     0.177, 1.479, 0.161, 0.737, 0.124, 0.092, 0.385, 0.21, 0.475,  #>     1.628, 0.583, NA, 0.702, 1.206, 2.213, 1.406, 0.101, 0.013,  #>     2.032, 1.046, 0.408, 2.636, 1.263, NA, 2.447, 1.041, 0.531,  #>     0.924, 1.087, 0.733, 2.157, 0.333, 1.527, 2.238, 0.153, 0.305,  #>     0.131, 0.386, 1.645, 1.321, 0.229, 0.615, 1.976, 1.941, 0.22,  #>     3.874, 0.982, 1.68, 1.091, 0.169, 0.511, 2.141, 0.599, NA,  #>     0.389, 0.005, 0.075, 1.491, 0.358, 1.709, 0.056, 1.354, 2.522,  #>     0.387, 0.592, 0.243, 0.215, 1.207, 0.29, 0.718, 0.589, 0.003,  #>     1.328, 0.308, 0.691, 3.249, 0.039, 1.804, 0.238, 2.702, 1.441,  #>     0.27, NA, NA, 0.062, 2.19, 0.976, 3.062, 0.124, 0.045, 1.892,  #>     0.711, 1.079, 1.061, 0.239, 0.361, 0.033, 1.133, 1.225, 1.418,  #>     3.751, 3.02, 0.086, 0.772, 1.882, 2.725, 2.41, 0.352, 0.895,  #>     0.215, 0.141, 2.288, 1.658, 1.255, 1.306, 0.081, 0.667, 0.046,  #>     0.662, 1.985, 1.063, 1.55, 0.015, 0.056, NA, 0.51, 0.929,  #>     2.345, 0.25, 0.816, 0.022, 0.16, 0.547, 3.642, 0.092, 1.2,  #>     1.512, 2.124, NA, 0.862, 0.182, 1.075, 0.021, 0.402, 0.063,  #>     1.129, 0.61, NA, 0.717, 0.205, 0.946, 0.386, 0.37, 1.148,  #>     NA, 0.136, 0.439, 1.148), label = \"Marker Level (ng/mL)\"),  #>     stage = structure(c(1L, 2L, 1L, 3L, 4L, 4L, 1L, 1L, 1L, 3L,  #>     1L, 3L, 4L, 4L, 1L, 4L, 4L, 2L, 1L, 1L, 2L, 2L, 4L, 4L, 4L,  #>     2L, 4L, 1L, 4L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 1L, 4L, 4L,  #>     3L, 1L, 4L, 3L, 4L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 2L, 3L, 3L,  #>     2L, 4L, 1L, 4L, 2L, 4L, 1L, 4L, 1L, 4L, 1L, 1L, 1L, 4L, 1L,  #>     2L, 2L, 2L, 1L, 4L, 4L, 2L, 2L, 4L, 4L, 3L, 2L, 4L, 3L, 2L,  #>     4L, 1L, 2L, 1L, 4L, 3L, 3L, 1L, 3L, 2L, 3L, 2L, 2L, 3L, 4L,  #>     4L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 3L, 4L, 1L, 4L,  #>     3L, 3L, 2L, 4L, 2L, 1L, 2L, 1L, 4L, 3L, 3L, 3L, 2L, 1L, 2L,  #>     1L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 3L, 4L, 1L, 2L, 2L,  #>     1L, 3L, 4L, 2L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 4L, 2L, 2L, 1L,  #>     2L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 1L, 1L, 2L, 4L,  #>     2L, 4L, 4L, 2L, 3L, 4L, 3L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 1L,  #>     2L, 2L, 2L, 4L, 3L, 3L, 2L, 2L, 4L, 3L), levels = c(\"T1\",  #>     \"T2\", \"T3\", \"T4\"), class = \"factor\", label = \"T Stage\"),  #>     grade = structure(c(2L, 1L, 2L, 3L, 3L, 1L, 2L, 1L, 2L, 1L,  #>     3L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 2L, 1L, 2L, 1L, 1L, 2L,  #>     3L, 2L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 2L, 2L, 3L, 2L,  #>     2L, 3L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L,  #>     1L, 3L, 1L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 3L, 2L,  #>     1L, 3L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L,  #>     3L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 1L,  #>     3L, 1L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 1L, 1L, 2L,  #>     3L, 3L, 2L, 1L, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 3L, 3L, 2L, 3L,  #>     1L, 1L, 1L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L,  #>     2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 2L, 3L, 2L,  #>     1L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 1L, 3L, 3L, 1L, 3L, 2L, 1L,  #>     3L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 2L,  #>     3L, 2L, 3L, 3L, 2L, 1L, 2L, 3L, 3L, 1L), levels = c(\"I\",  #>     \"II\", \"III\"), class = \"factor\", label = \"Grade\"), response = structure(c(0L,  #>     1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L,  #>     0L, 0L, 1L, 0L, NA, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     0L, 0L, 0L, NA, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     1L, 1L, NA, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, NA, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L,  #>     0L, 1L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, NA, 0L, 1L,  #>     0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L,  #>     1L, 1L, 0L, 0L), label = \"Tumor Response\"), death = structure(c(0L,  #>     0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L,  #>     0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,  #>     1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L,  #>     1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L,  #>     1L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L,  #>     0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,  #>     1L, 1L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     0L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 1L, 0L), label = \"Patient Died\"), ttdeath = structure(c(24,  #>     24, 24, 17.64, 16.43, 15.64, 24, 18.43, 24, 10.53, 24, 24,  #>     14.34, 12.89, 22.68, 8.71, 24, 15.21, 24, 24, 24, 24, 16.92,  #>     23.89, 6.32, 15.77, 24, 24, 15.45, 17.43, 24, 20.9, 24, 24,  #>     24, 21.19, 12.52, 24, 15.59, 18, 18.02, 12.43, 12.1, 24,  #>     17.42, 24, 24, 24, 12.19, 10.02, 18.23, 10.42, 24, 24, 19.34,  #>     12.21, 14.46, 19.34, 10.16, 13.15, 10.12, 24, 22.77, 24,  #>     24, 22.13, 24, 20.62, 23.23, 7.38, 24, 24, 24, 24, 24, 19.22,  #>     7.27, 23.88, 16.23, 24, 14.06, 24, 24, 24, 16.44, 23.81,  #>     24, 18.37, 11.44, 20.94, 5.33, 22.92, 10.33, 24, 24, 14.54,  #>     19.14, 24, 21.19, 16.07, 9.97, 24, 24, 24, 19.75, 16.67,  #>     11.18, 18.29, 24, 17.56, 17.45, 24, 22.86, 13.68, 24, 24,  #>     17.46, 24, 24, 24, 24, 24, 13, 9.73, 15.65, 24, 3.53, 20.35,  #>     23.41, 16.47, 24, 24, 14.65, 17.81, 24, 21.83, 24, 24, 21.49,  #>     12.68, 24, 24, 24, 24, 10.07, 24, 24, 24, 8.37, 20.33, 24,  #>     24, 21.33, 12.63, 13.08, 24, 15.1, 20.14, 10.55, 24, 24,  #>     24, 24, 23.6, 24, 19.98, 15.55, 23.72, 22.41, 19.54, 16.57,  #>     24, 24, 24, 21.91, 24, 12.53, 24, 18.63, 14.82, 16.46, 24,  #>     9.24, 17.77, 24, 24, 9.92, 16.16, 10.51, 20.81, 24, 16.44,  #>     24, 22.4, 11.76, 24, 21.6, 24, 19.81, 24), label = \"Months to Death/Censor\")), class = c(\"tbl_df\",  #> \"tbl\", \"data.frame\"), row.names = c(NA, -200L))) #>  #> Coefficients: #> (Intercept)    trtDrug B       marker      stageT2      stageT3      stageT4   #>     45.9247      -0.4052      -0.1435       2.0519       2.4437      -3.1573   #>     gradeII     gradeIII     response        death      ttdeath   #>      0.1750       1.6855       4.9885       3.0775      -0.1394   #>  gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     auto.mode = FALSE,     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: trt~ #>    ^ m <- mtcars |>   default_parsing() |>   regression_model(     outcome.str = \"mpg\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~{paste(vars,collapse='+')}\",     args.list = NULL,     vars = c(\"mpg\", \"cyl\")   ) #> Warning: the response appeared on the right-hand side and was dropped #> Warning: problem with term 1 in model.matrix: no columns are assigned broom::tidy(m) #> # A tibble: 3 × 5 #>   term        estimate std.error statistic  p.value #>   <chr>          <dbl>     <dbl>     <dbl>    <dbl> #> 1 (Intercept)    26.7      0.972     27.4  2.69e-22 #> 2 cyl6           -6.92     1.56      -4.44 1.19e- 4 #> 3 cyl8          -11.6      1.30      -8.90 8.57e-10 if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(outcome.str = \"age\") gtsummary::trial |>   regression_model_uv(     outcome.str = \"age\",     fun = \"stats::lm\",     args.list = NULL   ) m <- gtsummary::trial |> regression_model_uv(   outcome.str = \"trt\",   fun = \"stats::glm\",   args.list = list(family = stats::binomial(link = \"logit\")) ) lapply(m, broom::tidy) |> dplyr::bind_rows() } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"cyl\", fun.descr = \"Ordinal logistic regression model\") summary(ls$model) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\")  ls <- regression_model_list(data = default_parsing(gtsummary::trial), outcome.str = \"trt\", fun.descr = \"Logistic regression model\") tbl <- gtsummary::tbl_regression(ls$model, exponentiate = TRUE) m <- gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     formula.str = \"{outcome.str}~.\",     args.list = list(family = \"binomial\")   ) tbl2 <- gtsummary::tbl_regression(m, exponentiate = TRUE) broom::tidy(ls$model) broom::tidy(m) } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   lapply(broom::tidy) |>   dplyr::bind_rows() ms <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\") ms$code ls <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"am\", fun.descr = \"Logistic regression model\") ls$code lapply(ms$model, broom::tidy) |> dplyr::bind_rows() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create table of regression model — regression_table","title":"Create table of regression model — regression_table","text":"Create table regression model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create table of regression model — regression_table","text":"","code":"regression_table(x, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create table of regression model — regression_table","text":"x regression model ... passed methods args.list list arguments passed 'fun'. fun function use table creation. Default \"gtsummary::tbl_regression\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create table of regression model — regression_table","text":"object standard class fun","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create table of regression model — regression_table","text":"","code":"if (FALSE) { # \\dontrun{ tbl <- gtsummary::trial |>   regression_model(     outcome.str = \"stage\",     fun = \"MASS::polr\"   ) |>   regression_table(args.list = list(\"exponentiate\" = TRUE)) gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) |>   regression_table() |>   plot() gtsummary::trial |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) |>   regression_table() gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   regression_table() gtsummary::trial |>   regression_model_uv(     outcome.str = \"stage\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   regression_table()  list(   \"Univariable\" = regression_model_uv,   \"Multivariable\" = regression_model ) |>   lapply(\\(.fun){     do.call(       .fun,       c(         list(data = gtsummary::trial),         list(outcome.str = \"stage\")       )     )   }) |>   purrr::map(regression_table) |>   tbl_merge() } # } regression_table <- function(x, ...) {   UseMethod(\"regression_table\") }  #' @rdname regression_table #' @export regression_table.list <- function(x, ...) {   x |>     purrr::map(\\(.m){       regression_table(x = .m, ...) |>         gtsummary::add_n()     }) |>     gtsummary::tbl_stack() }  #' @rdname regression_table #' @export regression_table.default <- function(x, ..., args.list = NULL, fun = \"gtsummary::tbl_regression\") {   # Stripping custom class   class(x) <- class(x)[class(x) != \"freesearchr_model\"]    if (any(c(length(class(x)) != 1, class(x) != \"lm\"))) {     if (!\"exponentiate\" %in% names(args.list)) {       args.list <- c(args.list, list(exponentiate = TRUE))     }   }    out <- do.call(getfun(fun), c(list(x = x), args.list))   out |>     gtsummary::add_glance_source_note() # |>   # gtsummary::bold_p() }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":null,"dir":"Reference","previous_headings":"","what":"Remove empty/NA attributes — remove_empty_attr","title":"Remove empty/NA attributes — remove_empty_attr","text":"Remove empty/NA attributes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"remove_empty_attr(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Remove empty/NA attributes — remove_empty_attr","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Remove empty/NA attributes — remove_empty_attr","text":"data class input","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"ds <- mtcars |> lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |> dplyr::bind_cols() ds |>   remove_empty_attr() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ...  mtcars |> lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |> remove_empty_attr() |>   str() #> List of 11 #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ..."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":null,"dir":"Reference","previous_headings":"","what":"Removes columns with completenes below cutoff — remove_empty_cols","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"Removes columns completenes cutoff","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"remove_empty_cols(data, cutoff = 0.7)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data data frame cutoff numeric","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"data.frame(a = 1:10, b = NA, c = c(2, NA)) |> remove_empty_cols(cutoff = .5) #>     a  c #> 1   1  2 #> 2   2 NA #> 3   3  2 #> 4   4 NA #> 5   5  2 #> 6   6 NA #> 7   7  2 #> 8   8 NA #> 9   9  2 #> 10 10 NA"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"simple function remove nested lists, like uploading .rds","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"remove_nested_list(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"dplyr::tibble(a = 1:10, b = rep(list(\"a\"), 10)) |> remove_nested_list() #> # A tibble: 10 × 1 #>        a #>    <int> #>  1     1 #>  2     2 #>  3     3 #>  4     4 #>  5     5 #>  6     6 #>  7     7 #>  8     8 #>  9     9 #> 10    10 dplyr::tibble(a = 1:10, b = rep(list(c(\"a\", \"b\")), 10)) |> as.data.frame() #>     a    b #> 1   1 a, b #> 2   2 a, b #> 3   3 a, b #> 4   4 a, b #> 5   5 a, b #> 6   6 a, b #> 7   7 a, b #> 8   8 a, b #> 9   9 a, b #> 10 10 a, b"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get names of repeated instruments — repeated_instruments","title":"Get names of repeated instruments — repeated_instruments","text":"Get names repeated instruments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get names of repeated instruments — repeated_instruments","text":"","code":"repeated_instruments(uri, token)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get names of repeated instruments — repeated_instruments","text":"uri REDCap database uri token database token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get names of repeated instruments — repeated_instruments","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a select input control with icon(s) — selectInputIcon","title":"Create a select input control with icon(s) — selectInputIcon","text":"Extend form controls adding text icons , , sides classic selectInput.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a select input control with icon(s) — selectInputIcon","text":"","code":"selectInputIcon(   inputId,   label,   choices,   selected = NULL,   multiple = FALSE,   selectize = TRUE,   size = NULL,   width = NULL,   icon = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a select input control with icon(s) — selectInputIcon","text":"inputId input slot used access value. label Display label control, NULL label. choices List values select . elements list named, name — rather value — displayed user. also possible group related inputs providing named list whose elements (either named unnamed) lists, vectors, factors. case, outermost names used group labels (leveraging <optgroup> HTML tag) elements respective sublist. See example section small demo feature. selected initially selected value (multiple values multiple = TRUE). specified defaults first value single-select lists values multiple select lists. multiple selection multiple items allowed? selectize Whether use selectize.js . size Number items show selection box; larger number result taller box. compatible selectize=TRUE. Normally, multiple=FALSE, select input drop-list, size set, box instead. width width input, e.g. '400px', '100%'; see validateCssUnit().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a select input control with icon(s) — selectInputIcon","text":"numeric input control can added UI definition.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":null,"dir":"Reference","previous_headings":"","what":"(Re)label columns in data.frame — set_column_label","title":"(Re)label columns in data.frame — set_column_label","text":"(Re)label columns data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"set_column_label(data, label, overwrite = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"(Re)label columns in data.frame — set_column_label","text":"data data.frame labelled label named list vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"(Re)label columns in data.frame — set_column_label","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"ls <- list(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls2 <- c(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls3 <- c(\"mpg\" = \"\", \"cyl\" = \"\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") mtcars |>   set_column_label(ls) |>   set_column_label(ls2) |>   set_column_label(ls3) #> # A tibble: 32 × 11 #>      mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1  21       6  160    110  3.9   2.62  16.5     0     1     4     4 #>  2  21       6  160    110  3.9   2.88  17.0     0     1     4     4 #>  3  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1 #>  4  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1 #>  5  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2 #>  6  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1 #>  7  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4 #>  8  24.4     4  147.    62  3.69  3.19  20       1     0     4     2 #>  9  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2 #> 10  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4 #> # ℹ 22 more rows rlang::expr(FreesearchR::set_column_label(label = !!ls3)) |> expression_string() #> [1] \"FreesearchR::set_column_label(label=c(mpg='',cyl='',disp='',hp='Horses',drat='',wt='',qsec='',vs='',am='',gear='',carb=''))\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"Drop-replacement base::sort_by option remove NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(x, y, na.rm = FALSE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"x x y y na.rm remove NAs ... passed base_sort_by","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(c(\"Multivariable\", \"Univariable\"), c(\"Univariable\", \"Minimal\", \"Multivariable\")) #> [1] \"Univariable\"   NA              \"Multivariable\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":null,"dir":"Reference","previous_headings":"","what":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"Specify format arguments include qmd header/frontmatter","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"","code":"specify_qmd_format(data, fileformat = c(\"docx\", \"odt\", \"pdf\", \"all\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"data vector fileformat format include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily subset by data type function — subset_types","title":"Easily subset by data type function — subset_types","text":"Easily subset data type function","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily subset by data type function — subset_types","text":"","code":"subset_types(data, types, type.fun = data_type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily subset by data type function — subset_types","text":"data data types desired types type.fun function get type. Default outcome_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily subset by data type function — subset_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily subset by data type function — subset_types","text":"","code":"default_parsing(mtcars) |> subset_types(\"ordinal\") #> # A tibble: 32 × 0 default_parsing(mtcars) |> subset_types(c(\"dichotomous\", \"ordinal\", \"categorical\")) #> # A tibble: 32 × 5 #>    cyl   vs    am    gear  carb  #>    <fct> <lgl> <lgl> <fct> <fct> #>  1 6     FALSE TRUE  4     4     #>  2 6     FALSE TRUE  4     4     #>  3 4     TRUE  TRUE  4     1     #>  4 6     TRUE  FALSE 3     1     #>  5 8     FALSE FALSE 3     2     #>  6 6     TRUE  FALSE 3     1     #>  7 8     FALSE FALSE 3     4     #>  8 4     TRUE  FALSE 4     2     #>  9 4     TRUE  FALSE 4     2     #> 10 6     TRUE  FALSE 4     4     #> # ℹ 22 more rows #' default_parsing(mtcars) |> subset_types(\"factor\",class)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_functions","title":"Implemented functions — supported_functions","text":"Library supported functions. list name \"descr\" element unique element list.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_functions","text":"","code":"supported_functions()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_functions","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_functions","text":"","code":"supported_functions() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>  #> $glm #> $glm$descr #> [1] \"Logistic regression model\" #>  #> $glm$design #> [1] \"cross-sectional\" #>  #> $glm$out.type #> [1] \"dichotomous\" #>  #> $glm$fun #> [1] \"stats::glm\" #>  #> $glm$args.list #> $glm$args.list$family #> [1] \"binomial\" #>  #>  #> $glm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $glm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $glm$table.args.list #> list() #>  #>  #> $polr #> $polr$descr #> [1] \"Ordinal logistic regression model\" #>  #> $polr$design #> [1] \"cross-sectional\" #>  #> $polr$out.type #> [1] \"ordinal\"     \"categorical\" #>  #> $polr$fun #> [1] \"MASS::polr\" #>  #> $polr$args.list #> $polr$args.list$Hess #> [1] TRUE #>  #> $polr$args.list$method #> [1] \"logistic\" #>  #>  #> $polr$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $polr$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $polr$table.args.list #> list() #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_plots","title":"Implemented functions — supported_plots","text":"Library supported functions. list name \"descr\" element unique element list. descr: Plot description primary.type: Primary variable data type (continuous, dichotomous ordinal) secondary.type: Secondary variable data type (continuous, dichotomous ordinal) secondary.extra: \"none\" NULL option choose none. tertiary.type: Tertiary variable data type (continuous, dichotomous ordinal)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_plots","text":"","code":"supported_plots()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_plots","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_plots","text":"","code":"supported_plots() |> str() #> List of 6 #>  $ plot_hbars  :List of 8 #>   ..$ fun            : chr \"plot_hbars\" #>   ..$ descr          : chr \"Stacked horizontal bars\" #>   ..$ note           : chr \"A classical way of visualising the distribution of an ordinal scale like the modified Ranking Scale and known as Grotta bars\" #>   ..$ primary.type   : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.type : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.extra: chr \"none\" #>  $ plot_violin :List of 8 #>   ..$ fun            : chr \"plot_violin\" #>   ..$ descr          : chr \"Violin plot\" #>   ..$ note           : chr \"A modern alternative to the classic boxplot to visualise data distribution\" #>   ..$ primary.type   : chr [1:5] \"datatime\" \"continuous\" \"dichotomous\" \"ordinal\" ... #>   ..$ secondary.type : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ secondary.extra: chr \"none\" #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>  $ plot_sankey :List of 8 #>   ..$ fun            : chr \"plot_sankey\" #>   ..$ descr          : chr \"Sankey plot\" #>   ..$ note           : chr \"A way of visualising change between groups\" #>   ..$ primary.type   : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.type : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ secondary.extra: NULL #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>  $ plot_scatter:List of 8 #>   ..$ fun            : chr \"plot_scatter\" #>   ..$ descr          : chr \"Scatter plot\" #>   ..$ note           : chr \"A classic way of showing the association between to variables\" #>   ..$ primary.type   : chr [1:2] \"datatime\" \"continuous\" #>   ..$ secondary.type : chr [1:4] \"datatime\" \"continuous\" \"ordinal\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.extra: NULL #>  $ plot_box    :List of 8 #>   ..$ fun            : chr \"plot_box\" #>   ..$ descr          : chr \"Box plot\" #>   ..$ note           : chr \"A classic way to plot data distribution by groups\" #>   ..$ primary.type   : chr [1:5] \"datatime\" \"continuous\" \"dichotomous\" \"ordinal\" ... #>   ..$ secondary.type : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.extra: chr \"none\" #>  $ plot_euler  :List of 9 #>   ..$ fun            : chr \"plot_euler\" #>   ..$ descr          : chr \"Euler diagram\" #>   ..$ note           : chr \"Generate area-proportional Euler diagrams to display set relationships\" #>   ..$ primary.type   : chr \"dichotomous\" #>   ..$ secondary.type : chr \"dichotomous\" #>   ..$ secondary.multi: logi TRUE #>   ..$ secondary.max  : num 4 #>   ..$ tertiary.type  : chr [1:3] \"dichotomous\" \"ordinal\" \"categorical\" #>   ..$ secondary.extra: NULL"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":null,"dir":"Reference","previous_headings":"","what":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"Ensure symmetrical plot around 1 logarithmic x scale ratio plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"","code":"symmetrical_scale_x_log10(plot, breaks = c(1, 2, 3, 5, 10), ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"plot ggplot2 plot breaks breaks used mirrored ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":null,"dir":"Reference","previous_headings":"","what":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"substitue gtsummary::tbl_merge, use list names tab spanner names.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"","code":"tbl_merge(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"data gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"gt summary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":null,"dir":"Reference","previous_headings":"","what":"Get data type icons — type_icons","title":"Get data type icons — type_icons","text":"Get data type icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data type icons — type_icons","text":"","code":"type_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data type icons — type_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data type icons — type_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data type icons — type_icons","text":"","code":"\"ordinal\" |> type_icons() default_parsing(mtcars) |> sapply(data_type) |> type_icons() #> $mpg #>  #> $cyl #>  #> $disp #>  #> $hp #>  #> $drat #>  #> $wt #>  #> $qsec #>  #> $vs #>  #> $am #>  #> $gear #>  #> $carb #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Reorder the Levels of a Factor Variable — update-factor","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"module contain interface reorder levels factor variable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"","code":"update_factor_ui(id)  update_factor_server(id, data_r = reactive(NULL))  modal_update_factor(   id,   title = i18n(\"Update levels of a factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_update_factor(   id,   title = i18n(\"Update levels of a factor\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":null,"dir":"Reference","previous_headings":"","what":"Select, rename and convert variables — update-variables","title":"Select, rename and convert variables — update-variables","text":"Select, rename convert variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Select, rename and convert variables — update-variables","text":"","code":"update_variables_ui(id, title = \"\")  update_variables_server(   id,   data,   height = NULL,   return_data_on_init = FALSE,   try_silent = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Select, rename and convert variables — update-variables","text":"id Module's ID title Module's title, TRUE use default title, use NULL title shiny.tag custom one. data data.frame reactive function returning data.frame. height Height table. return_data_on_init Return initial data module called. try_silent logical: report error messages suppressed?","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Select, rename and convert variables — update-variables","text":"shiny::reactive() function returning updated data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Modified from the datamods pacakge — update_variables_datagrid","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"Modified datamods pacakge","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"update_variables_datagrid(   data,   height = NULL,   selectionId = NULL,   buttonId = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"data data height height selectionId selectionId buttonId buttonId","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"mtcars |>   summary_vars() |>   update_variables_datagrid() #> Error in update_variables_datagrid(summary_vars(mtcars)): could not find function \"update_variables_datagrid\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors — vectorSelectInput","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput customized named vectors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"vectorSelectInput(   inputId,   label,   choices,   selected = \"\",   ...,   placeholder = \"\",   onInitialize )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"if (shiny::interactive()) { shinyApp(   ui = fluidPage(     shiny::uiOutput(\"select\"),     tableOutput(\"data\")   ),   server = function(input, output) {     output$select <- shiny::renderUI({       vectorSelectInput(         inputId = \"variable\", label = \"Variable:\",         data = c(           \"Cylinders\" = \"cyl\",           \"Transmission\" = \"am\",           \"Gears\" = \"gear\"         )       )     })      output$data <- renderTable(       {         mtcars[, c(\"mpg\", input$variable), drop = FALSE]       },       rownames = TRUE     )   } ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":null,"dir":"Reference","previous_headings":"","what":"Vertical stacked bar plot wrapper — vertical_stacked_bars","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"Vertical stacked bar plot wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"","code":"vertical_stacked_bars(   data,   score = \"full_score\",   group = \"pase_0_q\",   strata = NULL,   t.size = 10,   l.color = \"black\",   l.size = 0.5,   draw.lines = TRUE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"data data.frame score outcome variable group grouping variable strata stratifying variable t.size text size","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":null,"dir":"Reference","previous_headings":"","what":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"function requires assumes systematic naming variables. now supports one level pivoting. Adding levels require added \"ignore\" string pattern similarly. Example 2.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"wide2long(   data,   pattern,   type = c(\"prefix\", \"infix\", \"suffix\"),   id.col = 1,   instance.name = \"instance\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data data pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\". id.col ID column. fill ID . Column name numeric index. Default \"1\", first column. instance.name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_1\", \"height_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight height #> 1   1  71        0     95     NA #> 2   1  NA        1     98    179 #> 3   2  72        0     77     NA #> 4   2  NA        1     98    182 #> 5   3  70        0     85     NA #> 6   3  NA        1     74    197 #> 7   4  71        0     83     NA #> 8   4  NA        1     82    199 #> 9   5  72        0     90     NA #> 10  5  NA        1     88    179 #> 11  6  75        0     94     NA #> 12  6  NA        1     94    175 #> 13  7  74        0     75     NA #> 14  7  NA        1    100    179 #> 15  8  71        0     91     NA #> 16  8  NA        1     83    195 #> 17  9  78        0     77     NA #> 18  9  NA        1     96    176 #> 19 10  79        0     90     NA #> 20 10  NA        1     92    187 #> 21 11  78        0     93     NA #> 22 11  NA        1     96    188 #> 23 12  71        0     72     NA #> 24 12  NA        1     73    193 #> 25 13  71        0     77     NA #> 26 13  NA        1     89    187 #> 27 14  76        0     74     NA #> 28 14  NA        1    100    192 #> 29 15  73        0     83     NA #> 30 15  NA        1     96    190 #> 31 16  75        0     96     NA #> 32 16  NA        1     82    183 #> 33 17  71        0     82     NA #> 34 17  NA        1     72    192 #> 35 18  76        0     88     NA #> 36 18  NA        1     77    195 #> 37 19  78        0     72     NA #> 38 19  NA        1     93    184 #> 39 20  75        0     97     NA #> 40 20  NA        1     98    198 data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_a_1\", \"height_b_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight weight_a height_b #> 1   1  79        0     75       NA       NA #> 2   1  NA        1     NA       71      171 #> 3   2  74        0     93       NA       NA #> 4   2  NA        1     NA       97      199 #> 5   3  75        0     95       NA       NA #> 6   3  NA        1     NA       81      192 #> 7   4  70        0     97       NA       NA #> 8   4  NA        1     NA       75      195 #> 9   5  70        0     77       NA       NA #> 10  5  NA        1     NA       83      191 #> 11  6  75        0     90       NA       NA #> 12  6  NA        1     NA       95      178 #> 13  7  75        0     76       NA       NA #> 14  7  NA        1     NA       78      200 #> 15  8  79        0     72       NA       NA #> 16  8  NA        1     NA       76      185 #> 17  9  75        0     79       NA       NA #> 18  9  NA        1     NA       88      195 #> 19 10  78        0     70       NA       NA #> 20 10  NA        1     NA       74      199 #> 21 11  70        0     99       NA       NA #> 22 11  NA        1     NA       86      176 #> 23 12  77        0     74       NA       NA #> 24 12  NA        1     NA       78      174 #> 25 13  75        0     74       NA       NA #> 26 13  NA        1     NA       91      192 #> 27 14  70        0     73       NA       NA #> 28 14  NA        1     NA       81      176 #> 29 15  79        0     80       NA       NA #> 30 15  NA        1     NA       91      176 #> 31 16  72        0     78       NA       NA #> 32 16  NA        1     NA       94      181 #> 33 17  77        0     71       NA       NA #> 34 17  NA        1     NA       82      181 #> 35 18  80        0     97       NA       NA #> 36 18  NA        1     NA       81      200 #> 37 19  80        0     79       NA       NA #> 38 19  NA        1     NA       72      195 #> 39 20  74        0     71       NA       NA #> 40 20  NA        1     NA       77      171 # Optional filling of missing values by last observation carried forward # Needed for mmrm analyses long_missings |>   # Fills record ID assuming none are missing   tidyr::fill(record_id) |>   # Grouping by ID for the last step   dplyr::group_by(record_id) |>   # Filling missing data by ID   tidyr::fill(names(long_missings)[!names(long_missings) %in% new_names]) |>   # Remove grouping   dplyr::ungroup() #> Error: object 'long_missings' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapping — wrap_plot_list","title":"Wrapping — wrap_plot_list","text":"Wrapping","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapping — wrap_plot_list","text":"","code":"wrap_plot_list(data, tag_levels = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapping — wrap_plot_list","text":"data list ggplot2 objects tag_levels passed patchwork::plot_annotation given. Default NULL","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapping — wrap_plot_list","text":"list ggplot2 objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"Wrapper save data RDS, load specified qmd render","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"","code":"write_quarto(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"data list pass qmd ... Passed quarto::quarto_render()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"output file name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2543","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.3","title":"FreesearchR 25.4.3","text":"NEW: Added variables type filter easily exclude unwanted types. also includes data type rather data class summary table. evaluate. Types simpler, practical version R data class easy interpretation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2542","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.2","title":"FreesearchR 25.4.2","text":"Polished simplified data import module including much improved REDCap import module. CHANGE default_parsing() now ensure unique variable names. NEW Working code output major modules including import, modifications, filter, evaluation, plotting regression. nicely formatted! NEW basics “Getting started”-vignette done, can expanded later.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2541","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.1","title":"FreesearchR 25.4.1","text":"Focus polish improved ui/ux. Updating project name FreesearchR, renamed repository. Graphics coming. may introduce breaking chances others calling installing package. additional future changes planned. complete transition planned attending presenting poster European Stroke Organisation Conference 2025 May. Testing file upload conducted improved. Working improving code export. difficult get perfect. Initial focus extracting enough able learn . Regression calculations, plots, checks improved moved standalone module. Data overview/modifications simplified slightly.","code":""}]
+[{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-pledge","dir":"","previous_headings":"","what":"Our Pledge","title":"Contributor Covenant Code of Conduct","text":"members, contributors, leaders pledge make participation community harassment-free experience everyone, regardless age, body size, visible invisible disability, ethnicity, sex characteristics, gender identity expression, level experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, sexual identity orientation. pledge act interact ways contribute open, welcoming, diverse, inclusive, healthy community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"our-standards","dir":"","previous_headings":"","what":"Our Standards","title":"Contributor Covenant Code of Conduct","text":"Examples behavior contributes positive environment community include: Demonstrating empathy kindness toward people respectful differing opinions, viewpoints, experiences Giving gracefully accepting constructive feedback Accepting responsibility apologizing affected mistakes, learning experience Focusing best just us individuals, overall community Examples unacceptable behavior include: use sexualized language imagery, sexual attention advances kind Trolling, insulting derogatory comments, personal political attacks Public private harassment Publishing others’ private information, physical email address, without explicit permission conduct reasonably considered inappropriate professional setting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-responsibilities","dir":"","previous_headings":"","what":"Enforcement Responsibilities","title":"Contributor Covenant Code of Conduct","text":"Community leaders responsible clarifying enforcing standards acceptable behavior take appropriate fair corrective action response behavior deem inappropriate, threatening, offensive, harmful. Community leaders right responsibility remove, edit, reject comments, commits, code, wiki edits, issues, contributions aligned Code Conduct, communicate reasons moderation decisions appropriate.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"scope","dir":"","previous_headings":"","what":"Scope","title":"Contributor Covenant Code of Conduct","text":"Code Conduct applies within community spaces, also applies individual officially representing community public spaces. Examples representing community include using official e-mail address, posting via official social media account, acting appointed representative online offline event.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement","dir":"","previous_headings":"","what":"Enforcement","title":"Contributor Covenant Code of Conduct","text":"Instances abusive, harassing, otherwise unacceptable behavior may reported community leaders responsible enforcement agdamsbo@clin.au.dk. complaints reviewed investigated promptly fairly. community leaders obligated respect privacy security reporter incident.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"enforcement-guidelines","dir":"","previous_headings":"","what":"Enforcement Guidelines","title":"Contributor Covenant Code of Conduct","text":"Community leaders follow Community Impact Guidelines determining consequences action deem violation Code Conduct:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_1-correction","dir":"","previous_headings":"Enforcement Guidelines","what":"1. Correction","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Use inappropriate language behavior deemed unprofessional unwelcome community. Consequence: private, written warning community leaders, providing clarity around nature violation explanation behavior inappropriate. public apology may requested.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_2-warning","dir":"","previous_headings":"Enforcement Guidelines","what":"2. Warning","title":"Contributor Covenant Code of Conduct","text":"Community Impact: violation single incident series actions. Consequence: warning consequences continued behavior. interaction people involved, including unsolicited interaction enforcing Code Conduct, specified period time. includes avoiding interactions community spaces well external channels like social media. Violating terms may lead temporary permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_3-temporary-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"3. Temporary Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: serious violation community standards, including sustained inappropriate behavior. Consequence: temporary ban sort interaction public communication community specified period time. public private interaction people involved, including unsolicited interaction enforcing Code Conduct, allowed period. Violating terms may lead permanent ban.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"id_4-permanent-ban","dir":"","previous_headings":"Enforcement Guidelines","what":"4. Permanent Ban","title":"Contributor Covenant Code of Conduct","text":"Community Impact: Demonstrating pattern violation community standards, including sustained inappropriate behavior, harassment individual, aggression toward disparagement classes individuals. Consequence: permanent ban sort public interaction within community.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/CODE_OF_CONDUCT.html","id":"attribution","dir":"","previous_headings":"","what":"Attribution","title":"Contributor Covenant Code of Conduct","text":"Code Conduct adapted Contributor Covenant, version 2.1, available https://www.contributor-covenant.org/version/2/1/code_of_conduct.html. Community Impact Guidelines inspired [Mozilla’s code conduct enforcement ladder][https://github.com/mozilla/inclusion]. answers common questions code conduct, see FAQ https://www.contributor-covenant.org/faq. Translations available https://www.contributor-covenant.org/translations.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":null,"dir":"","previous_headings":"","what":"GNU Affero General Public License","title":"GNU Affero General Public License","text":"Version 3, 19 November 2007 Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/> Everyone permitted copy distribute verbatim copies license document, changing allowed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"preamble","dir":"","previous_headings":"","what":"Preamble","title":"GNU Affero General Public License","text":"GNU Affero General Public License free, copyleft license software kinds works, specifically designed ensure cooperation community case network server software. licenses software practical works designed take away freedom share change works. contrast, General Public Licenses intended guarantee freedom share change versions program–make sure remains free software users. speak free software, referring freedom, price. General Public Licenses designed make sure freedom distribute copies free software (charge wish), receive source code can get want , can change software use pieces new free programs, know can things. Developers use General Public Licenses protect rights two steps: (1) assert copyright software, (2) offer License gives legal permission copy, distribute /modify software. secondary benefit defending users’ freedom improvements made alternate versions program, receive widespread use, become available developers incorporate. Many developers free software heartened encouraged resulting cooperation. However, case software used network servers, result may fail come . GNU General Public License permits making modified version letting public access server without ever releasing source code public. GNU Affero General Public License designed specifically ensure , cases, modified source code becomes available community. requires operator network server provide source code modified version running users server. Therefore, public use modified version, publicly accessible server, gives public access source code modified version. older license, called Affero General Public License published Affero, designed accomplish similar goals. different license, version Affero GPL, Affero released new version Affero GPL permits relicensing license. precise terms conditions copying, distribution modification follow.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_0-definitions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"0. Definitions.","title":"GNU Affero General Public License","text":"“License” refers version 3 GNU Affero General Public License. “Copyright” also means copyright-like laws apply kinds works, semiconductor masks. “Program” refers copyrightable work licensed License. licensee addressed “”. “Licensees” “recipients” may individuals organizations. “modify” work means copy adapt part work fashion requiring copyright permission, making exact copy. resulting work called “modified version” earlier work work “based ” earlier work. “covered work” means either unmodified Program work based Program. “propagate” work means anything , without permission, make directly secondarily liable infringement applicable copyright law, except executing computer modifying private copy. Propagation includes copying, distribution (without modification), making available public, countries activities well. “convey” work means kind propagation enables parties make receive copies. 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Source Code.","title":"GNU Affero General Public License","text":"“source code” work means preferred form work making modifications . “Object code” means non-source form work. “Standard Interface” means interface either official standard defined recognized standards body, , case interfaces specified particular programming language, one widely used among developers working language. “System Libraries” executable work include anything, work whole, () included normal form packaging Major Component, part Major Component, (b) serves enable use work Major Component, implement Standard Interface implementation available public source code form. “Major Component”, context, means major essential component (kernel, window system, ) specific operating system () executable work runs, compiler used produce work, object code interpreter used run . “Corresponding Source” work object code form means source code needed generate, install, (executable work) run object code modify work, including scripts control activities. However, include work’s System Libraries, general-purpose tools generally available free programs used unmodified performing activities part work. example, Corresponding Source includes interface definition files associated source files work, source code shared libraries dynamically linked subprograms work specifically designed require, intimate data communication control flow subprograms parts work. Corresponding Source need include anything users can regenerate automatically parts Corresponding Source. Corresponding Source work source code form work.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_2-basic-permissions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"2. Basic Permissions.","title":"GNU Affero General Public License","text":"rights granted License granted term copyright Program, irrevocable provided stated conditions met. License explicitly affirms unlimited permission run unmodified Program. output running covered work covered License output, given content, constitutes covered work. License acknowledges rights fair use equivalent, provided copyright law. may make, run propagate covered works convey, without conditions long license otherwise remains force. may convey covered works others sole purpose make modifications exclusively , provide facilities running works, provided comply terms License conveying material control copyright. thus making running covered works must exclusively behalf, direction control, terms prohibit making copies copyrighted material outside relationship . Conveying circumstances permitted solely conditions stated . Sublicensing allowed; section 10 makes unnecessary.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_3-protecting-users-legal-rights-from-anti-circumvention-law","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"3. Protecting Users’ Legal Rights From Anti-Circumvention Law.","title":"GNU Affero General Public License","text":"covered work shall deemed part effective technological measure applicable law fulfilling obligations article 11 WIPO copyright treaty adopted 20 December 1996, similar laws prohibiting restricting circumvention measures. convey covered work, waive legal power forbid circumvention technological measures extent circumvention effected exercising rights License respect covered work, disclaim intention limit operation modification work means enforcing, work’s users, third parties’ legal rights forbid circumvention technological measures.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_4-conveying-verbatim-copies","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"4. Conveying Verbatim Copies.","title":"GNU Affero General Public License","text":"may convey verbatim copies Program’s source code receive , medium, provided conspicuously appropriately publish copy appropriate copyright notice; keep intact notices stating License non-permissive terms added accord section 7 apply code; keep intact notices absence warranty; give recipients copy License along Program. may charge price price copy convey, may offer support warranty protection fee.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_5-conveying-modified-source-versions","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"5. Conveying Modified Source Versions.","title":"GNU Affero General Public License","text":"may convey work based Program, modifications produce Program, form source code terms section 4, provided also meet conditions: work must carry prominent notices stating modified , giving relevant date. work must carry prominent notices stating released License conditions added section 7. requirement modifies requirement section 4 “keep intact notices”. must license entire work, whole, License anyone comes possession copy. License therefore apply, along applicable section 7 additional terms, whole work, parts, regardless packaged. 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Conveying Non-Source Forms.","title":"GNU Affero General Public License","text":"may convey covered work object code form terms sections 4 5, provided also convey machine-readable Corresponding Source terms License, one ways: Convey object code , embodied , physical product (including physical distribution medium), accompanied Corresponding Source fixed durable physical medium customarily used software interchange. Convey object code , embodied , physical product (including physical distribution medium), accompanied written offer, valid least three years valid long offer spare parts customer support product model, give anyone possesses object code either (1) copy Corresponding Source software product covered License, durable physical medium customarily used software interchange, price reasonable cost physically performing conveying source, (2) access copy Corresponding Source network server charge. 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Access network may denied modification materially adversely affects operation network violates rules protocols communication across network. Corresponding Source conveyed, Installation Information provided, accord section must format publicly documented (implementation available public source code form), must require special password key unpacking, reading copying.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_7-additional-terms","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"7. Additional Terms.","title":"GNU Affero General Public License","text":"“Additional permissions” terms supplement terms License making exceptions one conditions. Additional permissions applicable entire Program shall treated though included License, extent valid applicable law. additional permissions apply part Program, part may used separately permissions, entire Program remains governed License without regard additional permissions. convey copy covered work, may option remove additional permissions copy, part . (Additional permissions may written require removal certain cases modify work.) may place additional permissions material, added covered work, can give appropriate copyright permission. 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Termination.","title":"GNU Affero General Public License","text":"may propagate modify covered work except expressly provided License. attempt otherwise propagate modify void, automatically terminate rights License (including patent licenses granted third paragraph section 11). However, cease violation License, license particular copyright holder reinstated () provisionally, unless copyright holder explicitly finally terminates license, (b) permanently, copyright holder fails notify violation reasonable means prior 60 days cessation. Moreover, license particular copyright holder reinstated permanently copyright holder notifies violation reasonable means, first time received notice violation License (work) copyright holder, cure violation prior 30 days receipt notice. 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Therefore, modifying propagating covered work, indicate acceptance License .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_10-automatic-licensing-of-downstream-recipients","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"10. Automatic Licensing of Downstream Recipients.","title":"GNU Affero General Public License","text":"time convey covered work, recipient automatically receives license original licensors, run, modify propagate work, subject License. responsible enforcing compliance third parties License. “entity transaction” transaction transferring control organization, substantially assets one, subdividing organization, merging organizations. propagation covered work results entity transaction, party transaction receives copy work also receives whatever licenses work party’s predecessor interest give previous paragraph, plus right possession Corresponding Source work predecessor interest, predecessor can get reasonable efforts. may impose restrictions exercise rights granted affirmed License. example, may impose license fee, royalty, charge exercise rights granted License, may initiate litigation (including cross-claim counterclaim lawsuit) alleging patent claim infringed making, using, selling, offering sale, importing Program portion .","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_11-patents","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"11. Patents.","title":"GNU Affero General Public License","text":"“contributor” copyright holder authorizes use License Program work Program based. work thus licensed called contributor’s “contributor version”. contributor’s “essential patent claims” patent claims owned controlled contributor, whether already acquired hereafter acquired, infringed manner, permitted License, making, using, selling contributor version, include claims infringed consequence modification contributor version. purposes definition, “control” includes right grant patent sublicenses manner consistent requirements License. contributor grants non-exclusive, worldwide, royalty-free patent license contributor’s essential patent claims, make, use, sell, offer sale, import otherwise run, modify propagate contents contributor version. following three paragraphs, “patent license” express agreement commitment, however denominated, enforce patent (express permission practice patent covenant sue patent infringement). “grant” patent license party means make agreement commitment enforce patent party. convey covered work, knowingly relying patent license, Corresponding Source work available anyone copy, free charge terms License, publicly available network server readily accessible means, must either (1) cause Corresponding Source available, (2) arrange deprive benefit patent license particular work, (3) arrange, manner consistent requirements License, extend patent license downstream recipients. “Knowingly relying” means actual knowledge , patent license, conveying covered work country, recipient’s use covered work country, infringe one identifiable patents country reason believe valid. , pursuant connection single transaction arrangement, convey, propagate procuring conveyance , covered work, grant patent license parties receiving covered work authorizing use, propagate, modify convey specific copy covered work, patent license grant automatically extended recipients covered work works based . patent license “discriminatory” include within scope coverage, prohibits exercise , conditioned non-exercise one rights specifically granted License. may convey covered work party arrangement third party business distributing software, make payment third party based extent activity conveying work, third party grants, parties receive covered work , discriminatory patent license () connection copies covered work conveyed (copies made copies), (b) primarily connection specific products compilations contain covered work, unless entered arrangement, patent license granted, prior 28 March 2007. Nothing License shall construed excluding limiting implied license defenses infringement may otherwise available applicable patent law.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_12-no-surrender-of-others-freedom","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"12. No Surrender of Others’ Freedom.","title":"GNU Affero General Public License","text":"conditions imposed (whether court order, agreement otherwise) contradict conditions License, excuse conditions License. convey covered work satisfy simultaneously obligations License pertinent obligations, consequence may convey . example, agree terms obligate collect royalty conveying convey Program, way satisfy terms License refrain entirely conveying Program.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_13-remote-network-interaction-use-with-the-gnu-general-public-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"13. Remote Network Interaction; Use with the GNU General Public License.","title":"GNU Affero General Public License","text":"Notwithstanding provision License, modify Program, modified version must prominently offer users interacting remotely computer network (version supports interaction) opportunity receive Corresponding Source version providing access Corresponding Source network server charge, standard customary means facilitating copying software. Corresponding Source shall include Corresponding Source work covered version 3 GNU General Public License incorporated pursuant following paragraph. Notwithstanding provision License, permission link combine covered work work licensed version 3 GNU General Public License single combined work, convey resulting work. terms License continue apply part covered work, work combined remain governed version 3 GNU General Public License.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_14-revised-versions-of-this-license","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"14. Revised Versions of this License.","title":"GNU Affero General Public License","text":"Free Software Foundation may publish revised /new versions GNU Affero General Public License time time. new versions similar spirit present version, may differ detail address new problems concerns. version given distinguishing version number. Program specifies certain numbered version GNU Affero General Public License “later version” applies , option following terms conditions either numbered version later version published Free Software Foundation. Program specify version number GNU Affero General Public License, may choose version ever published Free Software Foundation. Program specifies proxy can decide future versions GNU Affero General Public License can used, proxy’s public statement acceptance version permanently authorizes choose version Program. Later license versions may give additional different permissions. However, additional obligations imposed author copyright holder result choosing follow later version.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_15-disclaimer-of-warranty","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"15. Disclaimer of Warranty.","title":"GNU Affero General Public License","text":"WARRANTY PROGRAM, EXTENT PERMITTED APPLICABLE LAW. EXCEPT OTHERWISE STATED WRITING COPYRIGHT HOLDERS /PARTIES PROVIDE PROGRAM “” WITHOUT WARRANTY KIND, EITHER EXPRESSED IMPLIED, INCLUDING, LIMITED , IMPLIED WARRANTIES MERCHANTABILITY FITNESS PARTICULAR PURPOSE. ENTIRE RISK QUALITY PERFORMANCE PROGRAM . PROGRAM PROVE DEFECTIVE, ASSUME COST NECESSARY SERVICING, REPAIR CORRECTION.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_16-limitation-of-liability","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"16. Limitation of Liability.","title":"GNU Affero General Public License","text":"EVENT UNLESS REQUIRED APPLICABLE LAW AGREED WRITING COPYRIGHT HOLDER, PARTY MODIFIES /CONVEYS PROGRAM PERMITTED , LIABLE DAMAGES, INCLUDING GENERAL, SPECIAL, INCIDENTAL CONSEQUENTIAL DAMAGES ARISING USE INABILITY USE PROGRAM (INCLUDING LIMITED LOSS DATA DATA RENDERED INACCURATE LOSSES SUSTAINED THIRD PARTIES FAILURE PROGRAM OPERATE PROGRAMS), EVEN HOLDER PARTY ADVISED POSSIBILITY DAMAGES.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"id_17-interpretation-of-sections-15-and-16","dir":"","previous_headings":"TERMS AND CONDITIONS","what":"17. Interpretation of Sections 15 and 16.","title":"GNU Affero General Public License","text":"disclaimer warranty limitation liability provided given local legal effect according terms, reviewing courts shall apply local law closely approximates absolute waiver civil liability connection Program, unless warranty assumption liability accompanies copy Program return fee. END TERMS CONDITIONS","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/LICENSE.html","id":"how-to-apply-these-terms-to-your-new-programs","dir":"","previous_headings":"","what":"How to Apply These Terms to Your New Programs","title":"GNU Affero General Public License","text":"develop new program, want greatest possible use public, best way achieve make free software everyone can redistribute change terms. , attach following notices program. safest attach start source file effectively state exclusion warranty; file least “copyright” line pointer full notice found. Also add information contact electronic paper mail. software can interact users remotely computer network, also make sure provides way users get source. example, program web application, interface display “Source” link leads users archive code. many ways offer source, different solutions better different programs; see section 13 specific requirements. also get employer (work programmer) school, , sign “copyright disclaimer” program, necessary. information , apply follow GNU AGPL, see https://www.gnu.org/licenses/.","code":"<one line to give the program's name and a brief idea of what it does.>     Copyright (C) <year>  <name of author>      This program is free software: you can redistribute it and/or modify     it under the terms of the GNU Affero General Public License as     published by the Free Software Foundation, either version 3 of the     License, or (at your option) any later version.      This program is distributed in the hope that it will be useful,     but WITHOUT ANY WARRANTY; without even the implied warranty of     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the     GNU Affero General Public License for more details.      You should have received a copy of the GNU Affero General Public License     along with this program.  If not, see <https://www.gnu.org/licenses/>."},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":null,"dir":"","previous_headings":"","what":"Questions and answers","title":"Questions and answers","text":"complete instructions set also available, collection questions answers project use FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"are-you-keeping-the-uploaded-data","dir":"","previous_headings":"","what":"Are you keeping the uploaded data?","title":"Questions and answers","text":"! uploaded data deleted session ends, stored analyses immediately deleted.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/QA.html","id":"how-do-i-merge-multiple-datasets","dir":"","previous_headings":"","what":"How do I merge multiple datasets?","title":"Questions and answers","text":"can merge multiple sheets ods xls(x) files import common key variable present selected sheets. Multiple file upload/merge currently supported.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":null,"dir":"","previous_headings":"","what":"Project roadmap","title":"Project roadmap","text":"current state app considered experimental, however, version 25.4.2, FreesearchR app considered functional can used data evaluation analyses. (actual list quite long growing) planned new features improvements:","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"implementation-in-real-world-clinical-studies-and-projects","dir":"","previous_headings":"","what":"Implementation in real world clinical studies and projects","title":"Project roadmap","text":"really main goal whole project.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"new-features","dir":"","previous_headings":"","what":"New features:","title":"Project roadmap","text":"Merge data multiple sources (can merge sheets workbook (xls ods), allow merging several files /REDcap data) Additional plot types (bar plots, others…) Missingness analysis panel","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"expanded-options-for-regression-models","dir":"","previous_headings":"","what":"Expanded options for regression models:","title":"Project roadmap","text":"Expansion regression analysis functionality put hold now focus basic use-cases): study designs Cross-sectional data analyses Longitudinal data analyses Survival analysis regression models Stratified analyses Mixed models repeated measures Cox regression analyses Data handling Transforming data (transpose pivoting)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/ROADMAP.html","id":"improved-documentation","dir":"","previous_headings":"","what":"Improved documentation:","title":"Project roadmap","text":"Video walk-central functions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"getting-started-with-freesearchr","dir":"Articles","previous_headings":"","what":"Getting started with FreesearchR","title":"FreesearchR","text":"simple walk-trough basic instructions functions FreesearchR app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"launching","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Launching","title":"FreesearchR","text":"easiest way get started launch hosted version app shinyapps.io (click link). Additionally option run app locally access data current working environment. , open R (RStudio similar), run following code install latest version FreesearchR launch app: small note, standalone Windows app version drawing board well, time frame available.","code":"require(\"pak\") pak::pak(\"agdamsbo/FreesearchR\") library(FreesearchR) FreesearchR::launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"importing-data","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Importing data","title":"FreesearchR","text":"app “Import”, three options available importing data: file upload, REDCap server export local sample data. choosing data source, can set threshold filter data completenes manually specify variables include analyses.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"file-upload","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"File upload","title":"FreesearchR","text":"Currently several data file formats supported easy import (csv, txt, xls(x), ods, rds, dta). importing workbooks (xls(x) ods), prompted specify sheet(s) import. choosing multiple sheets, automatically merged common variable(s), please make sure key variables correctly named identically. notification posted error success. succesfull import data can previewed directly clicking “click see data” notification.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"redcap-server-export","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"REDCap server export","title":"FreesearchR","text":"Export data directly REDCap server. need first generate API-token (see instruction) REDCap. Make sure necessary rights . Please don’t store API-key device unless encrypted keyring, may compromise data safety. Log REDCap server retrieve token needed. Type correct webaddress REDCap server. module validate information can click “Connect”. unfold options preview data dictionary (main database metadata), choose fields/variables download well filtering options.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"local-or-sample-data","dir":"Articles","previous_headings":"Getting started with FreesearchR > Importing data","what":"Local or sample data","title":"FreesearchR","text":"opening online hosted app, mainly testing purposes. running app locally R computer, find data.frames current environment . extends possible uses app allow quick easy data insights code generation basic plotting fine tune.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"data","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Data","title":"FreesearchR","text":"panel get good overview data, check data classed formatted correctly, perform simple modifications filter data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"summary","dir":"Articles","previous_headings":"Getting started with FreesearchR > Data","what":"Summary","title":"FreesearchR","text":", data variables can inspected simple visualisation key measures. Also, data filtering available two levels: Data type filtering allows filter variable data type Observations level filtering allow filter data variable","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"evaluate","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Evaluate","title":"FreesearchR","text":"panel allows basic data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"characteristics","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Characteristics","title":"FreesearchR","text":"Create classical baseline characteristics table optional data stratification comparisons.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"correlation-matrix","dir":"Articles","previous_headings":"Getting started with FreesearchR > Evaluate","what":"Correlation matrix","title":"FreesearchR","text":"Visualise variable correlations get suggestions exclude highly correlated variables.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"visuals","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Visuals","title":"FreesearchR","text":"number plotting options visualise different aspects data. available plot types listed. Export plots directly sidebar easily adjusted plot dimensions next publication. Also copy code generate plot R-environment fine tune small details.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"regression","dir":"Articles","previous_headings":"Getting started with FreesearchR","what":"Regression","title":"FreesearchR","text":"section intended simple explorative analyses proof--concept now. complex regression analyses probably just write code . available regression types listed.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"table","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Table","title":"FreesearchR","text":"Generate simple regression models get results nice table. also included exported report.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"plots","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Plots","title":"FreesearchR","text":"Plot coefficients regression models forest plot. Choose model(s) include.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"checks","dir":"Articles","previous_headings":"Getting started with FreesearchR > Regression","what":"Checks","title":"FreesearchR","text":"Check model assumptions visually. Supported checks can chosen.","code":""},{"path":[]},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"report","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Report","title":"FreesearchR","text":"Download nice report baseline characteristics regression model results. Choose MS Word LibreOffice format.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"data-1","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Data","title":"FreesearchR","text":"Export modified dataset different formats.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html","id":"code","dir":"Articles","previous_headings":"Getting started with FreesearchR > Download","what":"Code","title":"FreesearchR","text":"See code snippets different steps data evaluation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/articles/data-types.html","id":"a-clinical-data-class","dir":"Articles","previous_headings":"","what":"A clinical data class","title":"Data types","text":"Traditionally R, data identified classes, like numeric, integer, double, logical, factor etc. classes can little confusing clinical operational standpoint. FreesearchR app, classes simplified modified following data types, assigned prioritised order like following: Categorising data way makes sense making choices evaluate analyse data. used throughout FreesearchR app simplify data handling.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Andreas Gammelgaard Damsbo. Author, maintainer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Damsbo (2025). FreesearchR: Browser Based Data Analysis. R package version 25.4.3, https://github.com/agdamsbo/FreesearchR.","code":"@Manual{,   title = {FreesearchR: Browser Based Data Analysis},   author = {Andreas Gammelgaard Damsbo},   year = {2025},   note = {R package version 25.4.3},   url = {https://github.com/agdamsbo/FreesearchR}, }"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"freesearchr","dir":"","previous_headings":"","what":"Browser Based Data Analysis","title":"Browser Based Data Analysis","text":"package backbone FreesearchR, free open-source browser based data exploration analysis tool intended democratise clinical research assisting researcher easily evaluate analyse data export publication ready results. FreesearchR-tool online accessible : link app freely hosted shinyapps.io. feedback welcome can shared GitHub issue. suggestions collaboration much welcomed. Please reach !","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"motivation","dir":"","previous_headings":"","what":"Motivation","title":"Browser Based Data Analysis","text":"app following simple goals: help health clinician getting overview data quality improvement projects clinical research help learners get good start analysing data coding R ease quick data overview basic visualisations clinical researcher","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"install-locally","dir":"","previous_headings":"","what":"Install locally","title":"Browser Based Data Analysis","text":"FreesearchR-tool can also launched locally. data.frame available global environment accessible interface.","code":"require(\"devtools\") devtools::install_github(\"agdamsbo/FreesearchR\") library(FreesearchR) # By loading mtcars to the environment, it will be available # in the interface like any other data.frame data(mtcars) launch_FreesearchR()"},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"code-of-conduct","dir":"","previous_headings":"","what":"Code of Conduct","title":"Browser Based Data Analysis","text":"Please note FreesearchR project released Contributor Code Conduct. contributing project, agree abide terms.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/index.html","id":"acknowledgements","dir":"","previous_headings":"","what":"Acknowledgements","title":"Browser Based Data Analysis","text":"Like project, project never possible without great work others. sources packages used: FreesearchR app build Shiny based (R)[https://www.r-project.org/]. gtsummary: superb flexible way create publication-ready analytical summary tables. dreamRs: maintainers broad selection great extensions tools Shiny.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert class grid column to icon — add_class_icon","title":"Convert class grid column to icon — add_class_icon","text":"Convert class grid column icon","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert class grid column to icon — add_class_icon","text":"","code":"add_class_icon(grid, column = \"class\", fun = class_icons)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert class grid column to icon — add_class_icon","text":"grid grid column column","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert class grid column to icon — add_class_icon","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Convert class grid column to icon — add_class_icon","text":"","code":"mtcars |>   overview_vars() |>   toastui::datagrid() |>   add_class_icon()      {\"x\":{\"nrow\":11,\"ncol\":7,\"data\":[[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\",\"numeric\"],[\"mpg\",\"cyl\",\"disp\",\"hp\",\"drat\",\"wt\",\"qsec\",\"vs\",\"am\",\"gear\",\"carb\"],[0,0,0,0,0,0,0,0,0,0,0],[1,1,1,1,1,1,1,1,1,1,1],[25,3,27,22,22,29,30,2,2,3,6],[[21,21,22.8,21.4,18.7,18.1,14.3,24.4,22.8,19.2,17.8,16.4,17.3,15.2,10.4,10.4,14.7,32.4,30.4,33.9,21.5,15.5,15.2,13.3,19.2,27.3,26,30.4,15.8,19.7,15,21.4],[6,6,4,6,8,6,8,4,4,6,6,8,8,8,8,8,8,4,4,4,4,8,8,8,8,4,4,4,8,6,8,4],[160,160,108,258,360,225,360,146.7,140.8,167.6,167.6,275.8,275.8,275.8,472,460,440,78.7,75.7,71.09999999999999,120.1,318,304,350,400,79,120.3,95.09999999999999,351,145,301,121],[110,110,93,110,175,105,245,62,95,123,123,180,180,180,205,215,230,66,52,65,97,150,150,245,175,66,91,113,264,175,335,109],[3.9,3.9,3.85,3.08,3.15,2.76,3.21,3.69,3.92,3.92,3.92,3.07,3.07,3.07,2.93,3,3.23,4.08,4.93,4.22,3.7,2.76,3.15,3.73,3.08,4.08,4.43,3.77,4.22,3.62,3.54,4.11],[2.62,2.875,2.32,3.215,3.44,3.46,3.57,3.19,3.15,3.44,3.44,4.07,3.73,3.78,5.25,5.424,5.345,2.2,1.615,1.835,2.465,3.52,3.435,3.84,3.845,1.935,2.14,1.513,3.17,2.77,3.57,2.78],[16.46,17.02,18.61,19.44,17.02,20.22,15.84,20,22.9,18.3,18.9,17.4,17.6,18,17.98,17.82,17.42,19.47,18.52,19.9,20.01,16.87,17.3,15.41,17.05,18.9,16.7,16.9,14.5,15.5,14.6,18.6],[0,0,1,1,0,1,0,1,1,1,1,0,0,0,0,0,0,1,1,1,1,0,0,0,0,1,0,1,0,0,0,1],[1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,0,0,0,0,0,1,1,1,1,1,1,1],[4,4,4,3,3,3,3,4,4,4,4,3,3,3,3,3,3,4,4,4,3,3,3,3,3,4,5,5,5,5,5,4],[4,4,1,1,2,1,4,2,2,4,4,3,3,3,4,4,4,1,2,1,1,2,2,4,2,1,2,2,4,6,8,2]]],\"colnames\":[\"icon\",\"class\",\"name\",\"n_missing\",\"p_complete\",\"n_unique\",\"vals\"],\"options\":{\"columns\":[{\"header\":\"icon\",\"name\":\"icon\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"}}},{\"header\":\"class\",\"name\":\"class\",\"sortable\":true,\"align\":\"left\",\"whiteSpace\":\"normal\",\"renderer\":{\"styles\":{\"wordBreak\":\"normal\"},\"type\":\"datagrid.renderer.format\",\"options\":{\"formatted\":[\"<i 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1  0    3    1    21.4 #> Hornet Sportabout   18.7   8 360.0 175 3.15 3.440 17.02  0  0    3    2    18.7 #> Valiant             18.1   6 225.0 105 2.76 3.460 20.22  1  0    3    1    18.1 #> Duster 360          14.3   8 360.0 245 3.21 3.570 15.84  0  0    3    4    14.3 #> Merc 240D           24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2    24.4 #> Merc 230            22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2    22.8 #> Merc 280            19.2   6 167.6 123 3.92 3.440 18.30  1  0    4    4    19.2 #> Merc 280C           17.8   6 167.6 123 3.92 3.440 18.90  1  0    4    4    17.8 #> Merc 450SE          16.4   8 275.8 180 3.07 4.070 17.40  0  0    3    3    16.4 #> Merc 450SL          17.3   8 275.8 180 3.07 3.730 17.60  0  0    3    3    17.3 #> Merc 450SLC         15.2   8 275.8 180 3.07 3.780 18.00  0  0    3    3    15.2 #> Cadillac Fleetwood  10.4   8 472.0 205 2.93 5.250 17.98  0  0    3    4    10.4 #> Lincoln Continental 10.4   8 460.0 215 3.00 5.424 17.82  0  0    3    4    10.4 #> Chrysler Imperial   14.7   8 440.0 230 3.23 5.345 17.42  0  0    3    4    14.7 #> Fiat 128            32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1    32.4 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2    30.4 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1    33.9 #> Toyota Corona       21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1    21.5 #> Dodge Challenger    15.5   8 318.0 150 2.76 3.520 16.87  0  0    3    2    15.5 #> AMC Javelin         15.2   8 304.0 150 3.15 3.435 17.30  0  0    3    2    15.2 #> Camaro Z28          13.3   8 350.0 245 3.73 3.840 15.41  0  0    3    4    13.3 #> Pontiac Firebird    19.2   8 400.0 175 3.08 3.845 17.05  0  0    3    2    19.2 #> Fiat X1-9           27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1    27.3 #> Porsche 914-2       26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2    26.0 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2    30.4 #> Ford Pantera L      15.8   8 351.0 264 4.22 3.170 14.50  0  1    5    4    15.8 #> Ferrari Dino        19.7   6 145.0 175 3.62 2.770 15.50  0  1    5    6    19.7 #> Maserati Bora       15.0   8 301.0 335 3.54 3.570 14.60  0  1    5    8    15.0 #> Volvo 142E          21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2    21.4 #>                     mpg_cutter #> Mazda RX4                 21.0 #> Mazda RX4 Wag             21.0 #> Datsun 710                22.8 #> Hornet 4 Drive            21.4 #> Hornet Sportabout         18.7 #> Valiant                   18.1 #> Duster 360                14.3 #> Merc 240D                 24.4 #> Merc 230                  22.8 #> Merc 280                  19.2 #> Merc 280C                 17.8 #> Merc 450SE                16.4 #> Merc 450SL                17.3 #> Merc 450SLC               15.2 #> Cadillac Fleetwood        10.4 #> Lincoln Continental       10.4 #> Chrysler Imperial         14.7 #> Fiat 128                  32.4 #> Honda 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mpg 19.2 (15.4, 22.8)cyl     4 11 (34%)    6 7 (22%)    8 14 (44%)disp 196 (121, 334)hp 123 (96, 180)drat 3.70 (3.08, 3.92)wt 3.33 (2.54, 3.65)qsec 17.71 (16.89, 18.90)vs 14 (44%)am 13 (41%)gear     3 15 (47%)    4 12 (38%)    5 5 (16%)carb     1 7 (22%)    2 10 (31%)    3 3 (9.4%)    4 10 (31%)    6 1 (3.1%)    8 1 (3.1%)1 Median (Q1, Q3); n (%)     mtcars |> baseline_table(fun.args = list(by = \"gear\"))     Characteristic       3 N = 151       4 N = 121       5 N = 51     mpg 15.5 (14.3, 18.7) 22.8 (21.0, 28.9) 19.7 (15.8, 26.0)cyl       4 1 (6.7%) 8 (67%) 2 (40%)    6 2 (13%) 4 (33%) 1 (20%)    8 12 (80%) 0 (0%) 2 (40%)disp 318 (276, 400) 131 (79, 160) 145 (120, 301)hp 180 (150, 215) 94 (66, 110) 175 (113, 264)drat 3.08 (3.00, 3.21) 3.92 (3.90, 4.10) 3.77 (3.62, 4.22)wt 3.73 (3.44, 4.07) 2.70 (2.07, 3.17) 2.77 (2.14, 3.17)qsec 17.42 (17.02, 18.00) 18.76 (18.41, 19.69) 15.50 (14.60, 16.70)vs 3 (20%) 10 (83%) 1 (20%)am 0 (0%) 8 (67%) 5 (100%)carb       1 3 (20%) 4 (33%) 0 (0%)    2 4 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clean axis ranges — clean_common_axis","text":"Extract clean axis ranges","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extract and clean axis ranges — clean_common_axis","text":"","code":"clean_common_axis(p, axis)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extract and clean axis ranges — clean_common_axis","text":"p plot axis axis. x y.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extract and clean axis ranges — clean_common_axis","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":null,"dir":"Reference","previous_headings":"","what":"Attempts at applying uniform date format — clean_date","title":"Attempts at applying uniform date format — clean_date","text":"Attempts applying uniform date format","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Attempts at applying uniform date format — clean_date","text":"","code":"clean_date(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Attempts at applying uniform date format — clean_date","text":"data character string vector possible dates","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_date.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Attempts at applying uniform date format — clean_date","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":null,"dir":"Reference","previous_headings":"","what":"gsub wrapper for piping with default values for separator substituting — clean_sep","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"gsub wrapper piping default values separator substituting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"","code":"clean_sep(data, old.sep = \"[-.,/]\", new.sep = \"-\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"data character vector old.sep old separator new.sep new separator","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/clean_sep.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"gsub wrapper for piping with default values for separator substituting — clean_sep","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for data frames with column labels — columnSelectInput","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"Copied modified IDEAFilter package Adds option select \"none\" handled later","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"","code":"columnSelectInput(   inputId,   label,   data,   selected = \"\",   ...,   col_subset = NULL,   placeholder = \"\",   onInitialize,   none_label = \"No variable selected\",   maxItems = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"inputId passed selectizeInput label passed selectizeInput data data.frame object fields populated selected default selection ... passed selectizeInput col_subset vector containing list allowable columns select placeholder passed selectizeInput options onInitialize passed selectizeInput options none_label label \"none\" item maxItems max number items","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for data frames with column labels — columnSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":null,"dir":"Reference","previous_headings":"","what":"Contrast Text Color — contrast_text","title":"Contrast Text Color — contrast_text","text":"Calculates best contrast text color given background color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(   background,   light_text = \"white\",   dark_text = \"black\",   threshold = 0.5,   method = \"perceived_2\",   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Contrast Text Color — contrast_text","text":"background hex/named color value represents background. light_text hex/named color value represents light text color. dark_text hex/named color value represents dark text color. threshold numeric value 0 1 used determine luminance threshold background color text color. method character string specifies method calculating luminance. Three different methods available: c(\"relative\",\"perceived\",\"perceived_2\") ... parameter overflow. Ignored.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Contrast Text Color — contrast_text","text":"character string contains best contrast text color.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"details","dir":"Reference","previous_headings":"","what":"Details","title":"Contrast Text Color — contrast_text","text":"function aids deciding font color print given background. function based example provided teppo: https://stackoverflow.com//66669838/21019325. different methods provided based methods outlined StackOverflow thread: https://stackoverflow.com/questions/596216/formula--determine-perceived-brightness--rgb-color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/contrast_text.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Contrast Text Color — contrast_text","text":"","code":"contrast_text(c(\"#F2F2F2\", \"blue\")) #> [1] \"black\" \"white\"  contrast_text(c(\"#F2F2F2\", \"blue\"), method=\"relative\") #> [1] \"black\" \"white\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a baseline table — create_baseline","title":"Create a baseline table — create_baseline","text":"Create baseline table","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a baseline table — create_baseline","text":"","code":"create_baseline(   data,   ...,   by.var,   add.p = FALSE,   add.overall = FALSE,   theme = c(\"jama\", \"lancet\", \"nejm\", \"qjecon\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a baseline table — create_baseline","text":"data data ... passed fun.arg baseline_table() add.p add comparison/p-value add.overall add overall column strat.var grouping/strat variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a baseline table — create_baseline","text":"gtsummary table list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_baseline.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a baseline table — create_baseline","text":"","code":"mtcars |> create_baseline(by.var = \"gear\", add.p = \"yes\" == \"yes\")     Characteristic       3 N = 15       4 N = 12       5 N = 5       p-value1     mpg, Median (IQR) 15.5 (14.3 – 18.7) 22.8 (21.0 – 28.9) 19.7 (15.8 – 26.0) <0.001cyl, n (%)    <0.001    4 1 (6.7) 8 (67) 2 (40)     6 2 (13) 4 (33) 1 (20)     8 12 (80) 0 (0) 2 (40) disp, Median (IQR) 318 (276 – 400) 131 (79 – 160) 145 (120 – 301) <0.001hp, Median (IQR) 180 (150 – 215) 94 (66 – 110) 175 (113 – 264) <0.001drat, Median (IQR) 3.08 (3.00 – 3.21) 3.92 (3.90 – 4.10) 3.77 (3.62 – 4.22) <0.001wt, Median (IQR) 3.73 (3.44 – 4.07) 2.70 (2.07 – 3.17) 2.77 (2.14 – 3.17) <0.001qsec, Median (IQR) 17.42 (17.02 – 18.00) 18.76 (18.41 – 19.69) 15.50 (14.60 – 16.70) 0.002vs, n (%) 3 (20) 10 (83) 1 (20) 0.001am, n (%) 0 (0) 8 (67) 5 (100) <0.001carb, n (%)    0.24    1 3 (20) 4 (33) 0 (0)     2 4 (27) 4 (33) 2 (40)     3 3 (20) 0 (0) 0 (0)     4 5 (33) 4 (33) 1 (20)     6 0 (0) 0 (0) 1 (20)     8 0 (0) 0 (0) 1 (20) 1 Kruskal-Wallis rank sum test; Fisher’s exact test     create_baseline(default_parsing(mtcars), by.var = \"am\", add.p = FALSE, add.overall = FALSE, theme = \"lancet\")     Characteristic       FALSE N = 191       TRUE N = 131     mpg 17·3 (14·7 – 19·2) 22·8 (21·0 – 30·4)cyl      4 3 (16%) 8 (62%)    6 4 (21%) 3 (23%)    8 12 (63%) 2 (15%)disp 276 (168 – 360) 120 (79 – 160)hp 175 (110 – 205) 109 (66 – 113)drat 3·15 (3·07 – 3·70) 4·08 (3·85 – 4·22)wt 3·52 (3·44 – 3·85) 2·32 (1·94 – 2·78)qsec 17·82 (17·05 – 19·44) 17·02 (16·46 – 18·61)vs 7 (37%) 7 (54%)gear      3 15 (79%) 0 (0%)    4 4 (21%) 8 (62%)    5 0 (0%) 5 (38%)carb      1 3 (16%) 4 (31%)    2 6 (32%) 4 (31%)    3 3 (16%) 0 (0%)    4 7 (37%) 3 (23%)    6 0 (0%) 1 (7·7%)    8 0 (0%) 1 (7·7%)1 Median (IQR); n (%)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":null,"dir":"Reference","previous_headings":"","what":"Create summetric log ticks — create_log_tics","title":"Create summetric log ticks — create_log_tics","text":"Create summetric log ticks","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create summetric log ticks — create_log_tics","text":"","code":"create_log_tics(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create summetric log ticks — create_log_tics","text":"data numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create summetric log ticks — create_log_tics","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create summetric log ticks — create_log_tics","text":"","code":"c(sample(seq(.1, 1, .1), 3), sample(1:10, 3)) |> create_log_tics() #>  [1] 0.14 0.17 0.20 0.40 0.60 0.90 1.00 1.11 1.67 2.50 5.00 6.00 7.00"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview datagrid — create_overview_datagrid","title":"Create a data overview datagrid — create_overview_datagrid","text":"Create data overview datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"create_overview_datagrid(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview datagrid — create_overview_datagrid","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview datagrid — create_overview_datagrid","text":"datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview datagrid — create_overview_datagrid","text":"","code":"mtcars |>   overview_vars() |>   create_overview_datagrid()      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theme based on unity — custom_theme","title":"Custom theme based on unity — custom_theme","text":"Custom theme based unity","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Custom theme based on unity — custom_theme","text":"","code":"custom_theme(   ...,   version = 5,   primary = \"#1E4A8F\",   secondary = \"#FF6F61\",   bootswatch = \"united\",   base_font = bslib::font_google(\"Montserrat\"),   heading_font = bslib::font_google(\"Public Sans\", wght = \"700\"),   code_font = bslib::font_google(\"Open Sans\") )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Custom theme based on unity — custom_theme","text":"... everything passed bslib::bs_theme()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/custom_theme.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Custom theme based on unity — custom_theme","text":"theme list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Convert Numeric to Factor — cut-variable","title":"Module to Convert Numeric to Factor — cut-variable","text":"module contain interface cut numeric several intervals.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Convert Numeric to Factor — cut-variable","text":"","code":"cut_variable_ui(id)  cut_variable_server(id, data_r = reactive(NULL))  modal_cut_variable(   id,   title = i18n(\"Convert Numeric to Factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Convert Numeric to Factor — cut-variable","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut-variable.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Convert Numeric to Factor — cut-variable","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":null,"dir":"Reference","previous_headings":"","what":"Extended cutting function with fall-back to the native base::cut — cut_var","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"Extended cutting function fall-back native base::cut","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"cut_var(x, ...)  # Default S3 method cut_var(x, ...)  # S3 method for class 'hms' cut_var(x, breaks, ...)  # S3 method for class 'POSIXt' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'POSIXct' cut_var(   x,   breaks,   right = FALSE,   include.lowest = TRUE,   start.on.monday = TRUE,   ... )  # S3 method for class 'Date' cut_var(x, breaks, start.on.monday = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"x object inheriting class \"POSIXct\" ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/cut_var.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Extended cutting function with fall-back to the native base::cut — cut_var","text":"","code":"readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(2) #> [1] 01:00:20 01:00:20 01:00:20 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:20 #> 03:01:20 #> 21:20:20 #> Levels: 01:00:20 03:01:20 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(\"min\") #> [1] 01:00:00 03:00:00 01:20:00 08:20:00 21:20:00 03:02:00 #> attr(,\"brks\") #> 01:00:00 #> 01:20:00 #> 03:00:00 #> 03:02:00 #> 08:20:00 #> 21:20:00 #> 21:20:20 #> Levels: 01:00:00 01:20:00 03:00:00 03:02:00 08:20:00 21:20:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = \"hour\") #> [1] 01:00:00 03:00:00 01:00:00 08:00:00 21:00:00 03:00:00 #> attr(,\"brks\") #> 01:00:00 #> 03:00:00 #> 08:00:00 #> 21:00:00 #> 21:20:20 #> Levels: 01:00:00 03:00:00 08:00:00 21:00:00 readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"08:20:20\", \"21:20:20\", \"03:02:20\")) |> cut_var(breaks = hms::as_hms(c(\"01:00:00\", \"03:01:20\", \"9:20:20\"))) #> [1] 01:00:00 01:00:00 01:00:00 03:01:20 <NA>     03:01:20 #> attr(,\"brks\") #> 01:00:00 #> 03:01:20 #> 09:20:20 #> Levels: 01:00:00 03:01:20 d_t <- readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) f <- d_t |> cut_var(2) readr::parse_time(c(\"01:00:20\", \"03:00:20\", \"01:20:20\", \"03:02:20\", NA)) |> cut_var(breaks = lubridate::as_datetime(c(hms::as_hms(levels(f)), hms::as_hms(max(d_t, na.rm = TRUE) + 1))), right = FALSE) #> [1] 01:00:20 02:10:20 01:00:20 02:10:20 <NA>     #> attr(,\"brks\") #> 01:00:20 #> 02:10:20 #> 03:02:21 #> Levels: 01:00:20 02:10:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 01:00:20 1992-02-01 01:00:20 1992-02-01 01:00:20 #> [4] 1992-02-01 01:00:20 1999-02-01 21:20:20 1992-02-01 01:00:20 #> Levels: 1992-02-01 01:00:20 1999-02-01 21:20:20 readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"month_only\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' readr::parse_datetime(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks=NULL,format = \"%A-%H\") #> Error in cut.POSIXt(x, ...): invalid specification of 'breaks' as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(2) #> [1] 1992-02-01 1992-02-01 1992-02-01 1992-02-01 1999-02-01 1992-02-01 #> Levels: 1992-02-01 1999-02-01 as.Date(c(\"1992-02-01 01:00:20\", \"1992-02-06 03:00:20\", \"1992-05-01 01:20:20\", \"1992-09-01 08:20:20\", \"1999-02-01 21:20:20\", \"1992-12-01 03:02:20\")) |> cut_var(breaks = \"weekday\") #> Error in cut.Date(x, ...): invalid specification of 'breaks'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-correlations","title":"Data correlations evaluation module — data-correlations","text":"Data correlations evaluation module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-correlations","text":"","code":"data_correlations_ui(id, ...)  data_correlations_server(id, data, include.class = NULL, cutoff = 0.7, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-correlations","text":"id Module id. (Use 'ns(\"id\")') ... arguments passed toastui::datagrid data data color.main main color color.sec secondary color","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-correlations.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-correlations","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the data-import module — data_import_demo_app","title":"Test app for the data-import module — data_import_demo_app","text":"Test app data-import module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the data-import module — data_import_demo_app","text":"","code":"data_import_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-import.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the data-import module — data_import_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ data_import_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Data correlations evaluation module — data-plots","title":"Data correlations evaluation module — data-plots","text":"Data correlations evaluation module Wrapper create plot based provided type Beautiful box plot(s) Create nice box-plots Nice horizontal stacked bars (Grotta bars) Plot nice ridge plot Readying data sankey plot Beautiful sankey plot option split tertiary group Beautiful violin plot Beatiful violin plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data correlations evaluation module — data-plots","text":"","code":"data_visuals_ui(id, tab_title = \"Plots\", ...)  data_visuals_server(id, data, ...)  create_plot(data, type, pri, sec, ter = NULL, ...)  plot_box(data, pri, sec, ter = NULL)  plot_box_single(data, pri, sec = NULL, seed = 2103)  plot_hbars(data, pri, sec, ter = NULL)  plot_ridge(data, x, y, z = NULL, ...)  sankey_ready(data, pri, sec, numbers = \"count\", ...)  plot_sankey(data, pri, sec, ter = NULL, color.group = \"x\", colors = NULL)  plot_scatter(data, pri, sec, ter = NULL)  plot_violin(data, pri, sec, ter = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data correlations evaluation module — data-plots","text":"id Module id. (Use 'ns(\"id\")') ... ignored now data data.frame type plot type (derived possible_plots() matches custom function) pri primary variable sec secondary variable ter tertiary variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data correlations evaluation module — data-plots","text":"Shiny ui module shiny server module ggplot2 object ggplot2 object ggplot object ggplot2 object ggplot2 object data.frame ggplot2 object ggplot2 object ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data correlations evaluation module — data-plots","text":"","code":"create_plot(mtcars, \"plot_violin\", \"mpg\", \"cyl\") |> attributes() #> $code #> FreesearchR::plot_violin(pri = \"mpg\", sec = \"cyl\", ter = NULL) #>  mtcars |> plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Error in purrr::map(p, ~ggplot2::layer_scales(.x)[[axis]]$get_limits()): ℹ In index: 2. #> ℹ With name: 4. #> Caused by error in `viridis::scale_fill_viridis()`: #> ! Continuous values supplied to discrete scale. #> ℹ Example values: 4 and 6 mtcars |>   default_parsing() |>   plot_box(pri = \"mpg\", sec = \"cyl\", ter = \"gear\")  mtcars |> plot_box_single(\"mpg\",\"cyl\")  mtcars |> plot_hbars(pri = \"carb\", sec = \"cyl\") #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |> plot_hbars(pri = \"carb\", sec = NULL) #> Scale for fill is already present. #> Adding another scale for fill, which will replace the existing scale.  mtcars |>   default_parsing() |>   plot_ridge(x = \"mpg\", y = \"cyl\") #> Picking joint bandwidth of 1.38  mtcars |> plot_ridge(x = \"mpg\", y = \"cyl\", z = \"gear\") #> Picking joint bandwidth of 1.52 #> Warning: The following aesthetics were dropped during statistical transformation: y and #> fill. #> ℹ This can happen when ggplot fails to infer the correct grouping structure in #>   the data. #> ℹ Did you forget to specify a `group` aesthetic or to convert a numerical #>   variable into a factor? #> Error in ggridges::geom_density_ridges(): Problem while setting up geom. #> ℹ Error occurred in the 1st layer. #> Caused by error in `compute_geom_1()`: #> ! `geom_density_ridges()` requires the following missing aesthetics: y. ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = sample(c(letters[1:4], NA), 100, TRUE, prob = c(rep(.23, 4), .08))) ds |> sankey_ready(\"first\", \"last\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx          ly          #>    <fct> <fct> <int>  <int>  <int> <fct>       <fct>       #>  1 d     d        11     36     18 \"d\\n(n=36)\" \"d\\n(n=18)\" #>  2 d     a        11     36     30 \"d\\n(n=36)\" \"a\\n(n=30)\" #>  3 d     b         6     36     25 \"d\\n(n=36)\" \"b\\n(n=25)\" #>  4 d     c         8     36     22 \"d\\n(n=36)\" \"c\\n(n=22)\" #>  5 c     d         3     24     18 \"c\\n(n=24)\" \"d\\n(n=18)\" #>  6 c     a         7     24     30 \"c\\n(n=24)\" \"a\\n(n=30)\" #>  7 c     b        10     24     25 \"c\\n(n=24)\" \"b\\n(n=25)\" #>  8 c     c         1     24     22 \"c\\n(n=24)\" \"c\\n(n=22)\" #>  9 c     NA        3     24      5 \"c\\n(n=24)\"  NA         #> 10 b     d         2     17     18 \"b\\n(n=17)\" \"d\\n(n=18)\" #> 11 b     a         4     17     30 \"b\\n(n=17)\" \"a\\n(n=30)\" #> 12 b     b         3     17     25 \"b\\n(n=17)\" \"b\\n(n=25)\" #> 13 b     c         7     17     22 \"b\\n(n=17)\" \"c\\n(n=22)\" #> 14 b     NA        1     17      5 \"b\\n(n=17)\"  NA         #> 15 a     d         2     23     18 \"a\\n(n=23)\" \"d\\n(n=18)\" #> 16 a     a         8     23     30 \"a\\n(n=23)\" \"a\\n(n=30)\" #> 17 a     b         6     23     25 \"a\\n(n=23)\" \"b\\n(n=25)\" #> 18 a     c         6     23     22 \"a\\n(n=23)\" \"c\\n(n=22)\" #> 19 a     NA        1     23      5 \"a\\n(n=23)\"  NA         ds |> sankey_ready(\"first\", \"last\", numbers = \"percentage\") #> # A tibble: 19 × 7 #>    first last      n gx.sum gy.sum lx         ly         #>    <fct> <fct> <int>  <int>  <int> <fct>      <fct>      #>  1 d     d        11     36     18 \"d\\n(36%)\" \"d\\n(18%)\" #>  2 d     a        11     36     30 \"d\\n(36%)\" \"a\\n(30%)\" #>  3 d     b         6     36     25 \"d\\n(36%)\" \"b\\n(25%)\" #>  4 d     c         8     36     22 \"d\\n(36%)\" \"c\\n(22%)\" #>  5 c     d         3     24     18 \"c\\n(24%)\" \"d\\n(18%)\" #>  6 c     a         7     24     30 \"c\\n(24%)\" \"a\\n(30%)\" #>  7 c     b        10     24     25 \"c\\n(24%)\" \"b\\n(25%)\" #>  8 c     c         1     24     22 \"c\\n(24%)\" \"c\\n(22%)\" #>  9 c     NA        3     24      5 \"c\\n(24%)\"  NA        #> 10 b     d         2     17     18 \"b\\n(17%)\" \"d\\n(18%)\" #> 11 b     a         4     17     30 \"b\\n(17%)\" \"a\\n(30%)\" #> 12 b     b         3     17     25 \"b\\n(17%)\" \"b\\n(25%)\" #> 13 b     c         7     17     22 \"b\\n(17%)\" \"c\\n(22%)\" #> 14 b     NA        1     17      5 \"b\\n(17%)\"  NA        #> 15 a     d         2     23     18 \"a\\n(23%)\" \"d\\n(18%)\" #> 16 a     a         8     23     30 \"a\\n(23%)\" \"a\\n(30%)\" #> 17 a     b         6     23     25 \"a\\n(23%)\" \"b\\n(25%)\" #> 18 a     c         6     23     22 \"a\\n(23%)\" \"c\\n(22%)\" #> 19 a     NA        1     23      5 \"a\\n(23%)\"  NA        data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   sankey_ready(\"first\", \"last\") #> # A tibble: 8 × 7 #>   first last      n gx.sum gy.sum lx          ly              #>   <fct> <fct> <int>  <int>  <int> <fct>       <fct>           #> 1 b     FALSE    16     29     66 \"b\\n(n=29)\" \"FALSE\\n(n=66)\" #> 2 b     TRUE     13     29     34 \"b\\n(n=29)\" \"TRUE\\n(n=34)\"  #> 3 a     FALSE    18     25     66 \"a\\n(n=25)\" \"FALSE\\n(n=66)\" #> 4 a     TRUE      7     25     34 \"a\\n(n=25)\" \"TRUE\\n(n=34)\"  #> 5 d     FALSE    13     20     66 \"d\\n(n=20)\" \"FALSE\\n(n=66)\" #> 6 d     TRUE      7     20     34 \"d\\n(n=20)\" \"TRUE\\n(n=34)\"  #> 7 c     FALSE    19     26     66 \"c\\n(n=26)\" \"FALSE\\n(n=66)\" #> 8 c     TRUE      7     26     34 \"c\\n(n=26)\" \"TRUE\\n(n=34)\"  ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey(\"first\", \"last\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” ds |> plot_sankey(\"first\", \"last\", color.group = \"y\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” ds |> plot_sankey(\"first\", \"last\", z = \"g\", color.group = \"y\") #> Error in plot_sankey(ds, \"first\", \"last\", z = \"g\", color.group = \"y\"): unused argument (z = \"g\") mtcars |> plot_scatter(pri = \"mpg\", sec = \"wt\")  mtcars |> plot_violin(pri = \"mpg\", sec = \"cyl\", ter = \"gear\") #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 1: `cyl = 4`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 1: `cyl = 4`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 2: `cyl = 6`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: There was 1 warning in `summarize()`. #> ℹ In argument: `V1 = .fun(as.data.frame(pick(everything())), var)`. #> ℹ In group 2: `cyl = 6`. #> Caused by warning in `stats::qt()`: #> ! NaNs produced #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes. #> Warning: Groups with fewer than two datapoints have been dropped. #> ℹ Set `drop = FALSE` to consider such groups for position adjustment purposes."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":null,"dir":"Reference","previous_headings":"","what":"Data summary module — data-summary","title":"Data summary module — data-summary","text":"Data summary module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data summary module — data-summary","text":"","code":"data_summary_ui(id)  data_summary_server(id, data, color.main, color.sec, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data summary module — data-summary","text":"id Module id. (Use 'ns(\"id\")') data data color.main main color color.sec secondary color ... arguments passed create_overview_datagrid","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data-summary.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data summary module — data-summary","text":"Shiny ui module shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":null,"dir":"Reference","previous_headings":"","what":"Ultra short data dascription — data_description","title":"Ultra short data dascription — data_description","text":"Ultra short data dascription","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ultra short data dascription — data_description","text":"","code":"data_description(data, data_text = \"Data\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ultra short data dascription — data_description","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ultra short data dascription — data_description","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_description.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Ultra short data dascription — data_description","text":"","code":"data.frame(   sample(1:8, 20, TRUE),   sample(c(1:8, NA), 20, TRUE) ) |> data_description() #> [1] \"Data has 20 observations and 2 variables, with 20 (100%) complete cases.\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":null,"dir":"Reference","previous_headings":"","what":"Data type assessment. — data_type","title":"Data type assessment. — data_type","text":"overall native typeof. used assess meaningful \"clinical\" data type.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Data type assessment. — data_type","text":"","code":"data_type(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Data type assessment. — data_type","text":"data vector data.frame. data frame, column evaluated.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Data type assessment. — data_type","text":"outcome type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Data type assessment. — data_type","text":"","code":"mtcars |>   default_parsing() |>   lapply(data_type) #> $mpg #> [1] \"continuous\" #>  #> $cyl #> [1] \"categorical\" #>  #> $disp #> [1] \"continuous\" #>  #> $hp #> [1] \"continuous\" #>  #> $drat #> [1] \"continuous\" #>  #> $wt #> [1] \"continuous\" #>  #> $qsec #> [1] \"continuous\" #>  #> $vs #> [1] \"dichotomous\" #>  #> $am #> [1] \"dichotomous\" #>  #> $gear #> [1] \"categorical\" #>  #> $carb #> [1] \"categorical\" #>  mtcars |>   default_parsing() |>   data_type() #>           mpg           cyl          disp            hp          drat  #>  \"continuous\" \"categorical\"  \"continuous\"  \"continuous\"  \"continuous\"  #>            wt          qsec            vs            am          gear  #>  \"continuous\"  \"continuous\" \"dichotomous\" \"dichotomous\" \"categorical\"  #>          carb  #> \"categorical\"  c(1, 2) |> data_type() #> [1] \"dichotomous\" 1 |> data_type() #> [1] \"monotone\" c(rep(NA, 10)) |> data_type() #> [1] \"empty\" sample(1:100, 50) |> data_type() #> [1] \"continuous\" factor(letters[1:20]) |> data_type() #> [1] \"categorical\" as.Date(1:20) |> data_type() #> [1] \"datetime\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":null,"dir":"Reference","previous_headings":"","what":"Filter function to filter data set by variable type — data_type_filter","title":"Filter function to filter data set by variable type — data_type_filter","text":"Filter function filter data set variable type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"data_type_filter(data, type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Filter function to filter data set by variable type — data_type_filter","text":"data data frame type vector data types (recognised: data_types)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Filter function to filter data set by variable type — data_type_filter","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Filter function to filter data set by variable type — data_type_filter","text":"","code":"default_parsing(mtcars) |>   data_type_filter(type = c(\"categorical\", \"continuous\")) |>   attributes() #> $names #> [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"gear\" \"carb\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $class #> [1] \"tbl_df\"     \"tbl\"        \"data.frame\" #>  #> $code #> FreesearchR::data_type_filter(type = c(\"categorical\", \"continuous\" #> )) #>  default_parsing(mtcars) |>   data_type_filter(type = NULL) |>   attributes() #> $class #> [1] \"tbl_df\"     \"tbl\"        \"data.frame\" #>  #> $row.names #>  [1]  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 #> [26] 26 27 28 29 30 31 32 #>  #> $names #>  [1] \"mpg\"  \"cyl\"  \"disp\" \"hp\"   \"drat\" \"wt\"   \"qsec\" \"vs\"   \"am\"   \"gear\" #> [11] \"carb\" #>  if (FALSE) { # \\dontrun{ default_parsing(mtcars) |> data_type_filter(type = c(\"test\", \"categorical\", \"continuous\")) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Recognised data types from data_type — data_types","title":"Recognised data types from data_type — data_types","text":"Recognised data types data_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Recognised data types from data_type — data_types","text":"","code":"data_types()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Recognised data types from data_type — data_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/data_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Recognised data types from data_type — data_types","text":"","code":"data_types() #> $empty #> $empty$descr #> [1] \"Variable of all NAs\" #>  #> $empty$classes #> [1] \"Any class\" #>  #>  #> $monotone #> $monotone$descr #> [1] \"Variable with only one unique value\" #>  #> $monotone$classes #> [1] \"Any class\" #>  #>  #> $dichotomous #> $dichotomous$descr #> [1] \"Variable with only two unique values\" #>  #> $dichotomous$classes #> [1] \"Any class\" #>  #>  #> $categorical #> $categorical$descr #> [1] \"Factor variable\" #>  #> $categorical$classes #> [1] \"factor (ordered or unordered)\" #>  #>  #> $text #> $text$descr #> [1] \"Character variable\" #>  #> $text$classes #> [1] \"character\" #>  #>  #> $datetime #> $datetime$descr #> [1] \"Variable of time, date or datetime values\" #>  #> $datetime$classes #> [1] \"hms, Date, POSIXct and POSIXt\" #>  #>  #> $continuous #> $continuous$descr #> [1] \"Numeric variable\" #>  #> $continuous$classes #> [1] \"numeric, integer or double\" #>  #>  #> $unknown #> $unknown$descr #> [1] \"Anything not falling within the previous\" #>  #> $unknown$classes #> [1] \"Any other class\" #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":null,"dir":"Reference","previous_headings":"","what":"Defaults qmd formats — default_format_arguments","title":"Defaults qmd formats — default_format_arguments","text":"Defaults qmd formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Defaults qmd formats — default_format_arguments","text":"","code":"default_format_arguments()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Defaults qmd formats — default_format_arguments","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":null,"dir":"Reference","previous_headings":"","what":"Default data parsing — default_parsing","title":"Default data parsing — default_parsing","text":"Default data parsing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Default data parsing — default_parsing","text":"","code":"default_parsing(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Default data parsing — default_parsing","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Default data parsing — default_parsing","text":"data.frame tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/default_parsing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Default data parsing — default_parsing","text":"","code":"mtcars |> str() #> 'data.frame':\t32 obs. of  11 variables: #>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num  6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num  160 160 108 258 360 ... #>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num  16.5 17 18.6 19.4 17 ... #>  $ vs  : num  0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num  1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num  4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num  4 4 1 1 2 1 4 2 2 4 ... mtcars |>   default_parsing() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : Factor w/ 3 levels \"4\",\"6\",\"8\": 2 2 1 2 3 2 3 1 1 2 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : logi [1:32] FALSE FALSE TRUE TRUE FALSE TRUE ... #>  $ am  : logi [1:32] TRUE TRUE TRUE FALSE FALSE FALSE ... #>  $ gear: Factor w/ 3 levels \"3\",\"4\",\"5\": 2 2 2 1 1 1 1 2 2 2 ... #>  $ carb: Factor w/ 6 levels \"1\",\"2\",\"3\",\"4\",..: 4 4 1 1 2 1 4 2 2 4 ... head(starwars, 5) |> str() #> Error: object 'starwars' not found starwars |>   default_parsing() |>   head(5) |>   str() #> Error: object 'starwars' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop empty events from REDCap export — drop_empty_event","title":"Drop empty events from REDCap export — drop_empty_event","text":"Drop empty events REDCap export","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop empty events from REDCap export — drop_empty_event","text":"","code":"drop_empty_event(data, event = \"redcap_event_name\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop empty events from REDCap export — drop_empty_event","text":"data data event \"redcap_event_name\", \"redcap_repeat_instrument\" \"redcap_repeat_instance\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop empty events from REDCap export — drop_empty_event","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"Deparses expression string, substitutes native pipe adds assign","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"expression_string(data, assign.str = \"\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"data expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/expression_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Deparses expression as string, substitutes native pipe and adds assign — expression_string","text":"","code":"list(   as.symbol(paste0(\"mtcars$\", \"mpg\")),   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   merge_expression() |>   expression_string() #> [1] \"mtcars$mpg|>\\ndplyr::select(c('cyl','disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":null,"dir":"Reference","previous_headings":"","what":"Factorize variables in data.frame — factorize","title":"Factorize variables in data.frame — factorize","text":"Factorize variables data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(data, vars)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Factorize variables in data.frame — factorize","text":"data data.frame vars variables force factorize","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Factorize variables in data.frame — factorize","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/factorize.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Factorize variables in data.frame — factorize","text":"","code":"factorize(mtcars, names(mtcars)) #>                      mpg cyl  disp  hp drat    wt  qsec vs am gear carb #> Mazda RX4             21   6   160 110  3.9  2.62 16.46  0  1    4    4 #> Mazda RX4 Wag         21   6   160 110  3.9 2.875 17.02  0  1    4    4 #> Datsun 710          22.8   4   108  93 3.85  2.32 18.61  1  1    4    1 #> Hornet 4 Drive      21.4   6   258 110 3.08 3.215 19.44  1  0    3    1 #> Hornet Sportabout   18.7   8   360 175 3.15  3.44 17.02  0  0    3    2 #> Valiant             18.1   6   225 105 2.76  3.46 20.22  1  0    3    1 #> Duster 360          14.3   8   360 245 3.21  3.57 15.84  0  0    3    4 #> Merc 240D           24.4   4 146.7  62 3.69  3.19    20  1  0    4    2 #> Merc 230            22.8   4 140.8  95 3.92  3.15  22.9  1  0    4    2 #> Merc 280            19.2   6 167.6 123 3.92  3.44  18.3  1  0    4    4 #> Merc 280C           17.8   6 167.6 123 3.92  3.44  18.9  1  0    4    4 #> Merc 450SE          16.4   8 275.8 180 3.07  4.07  17.4  0  0    3    3 #> Merc 450SL          17.3   8 275.8 180 3.07  3.73  17.6  0  0    3    3 #> Merc 450SLC         15.2   8 275.8 180 3.07  3.78    18  0  0    3    3 #> Cadillac Fleetwood  10.4   8   472 205 2.93  5.25 17.98  0  0    3    4 #> Lincoln Continental 10.4   8   460 215    3 5.424 17.82  0  0    3    4 #> Chrysler Imperial   14.7   8   440 230 3.23 5.345 17.42  0  0    3    4 #> Fiat 128            32.4   4  78.7  66 4.08   2.2 19.47  1  1    4    1 #> Honda Civic         30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2 #> Toyota Corolla      33.9   4  71.1  65 4.22 1.835  19.9  1  1    4    1 #> Toyota Corona       21.5   4 120.1  97  3.7 2.465 20.01  1  0    3    1 #> Dodge Challenger    15.5   8   318 150 2.76  3.52 16.87  0  0    3    2 #> AMC Javelin         15.2   8   304 150 3.15 3.435  17.3  0  0    3    2 #> Camaro Z28          13.3   8   350 245 3.73  3.84 15.41  0  0    3    4 #> Pontiac Firebird    19.2   8   400 175 3.08 3.845 17.05  0  0    3    2 #> Fiat X1-9           27.3   4    79  66 4.08 1.935  18.9  1  1    4    1 #> Porsche 914-2         26   4 120.3  91 4.43  2.14  16.7  0  1    5    2 #> Lotus Europa        30.4   4  95.1 113 3.77 1.513  16.9  1  1    5    2 #> Ford Pantera L      15.8   8   351 264 4.22  3.17  14.5  0  1    5    4 #> Ferrari Dino        19.7   6   145 175 3.62  2.77  15.5  0  1    5    6 #> Maserati Bora         15   8   301 335 3.54  3.57  14.6  0  1    5    8 #> Volvo 142E          21.4   4   121 109 4.11  2.78  18.6  1  1    4    2"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":null,"dir":"Reference","previous_headings":"","what":"Title — file_export","title":"Title — file_export","text":"Title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Title — file_export","text":"","code":"file_export(data, output.format = c(\"df\", \"teal\", \"list\"), filename, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Title — file_export","text":"data data output.format output filename filename ... passed ","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/file_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Title — file_export","text":"data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":null,"dir":"Reference","previous_headings":"","what":"Merges list of named arguments for qmd header generation — format_writer","title":"Merges list of named arguments for qmd header generation — format_writer","text":"Merges list named arguments qmd header generation","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merges list of named arguments for qmd header generation — format_writer","text":"","code":"format_writer(data, name)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merges list of named arguments for qmd header generation — format_writer","text":"data vector name name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/format_writer.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merges list of named arguments for qmd header generation — format_writer","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_fun_options","title":"Get the function options based on the selected function description — get_fun_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"get_fun_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_fun_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_fun_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_fun_options","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_functions(design = \"cross-sectional\") |>   (\\(.x){     .x[[1]]   })() |>   get_fun_options() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":null,"dir":"Reference","previous_headings":"","what":"Print label, and if missing print variable name — get_label","title":"Print label, and if missing print variable name — get_label","text":"Print label, missing print variable name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print label, and if missing print variable name — get_label","text":"","code":"get_label(data, var = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print label, and if missing print variable name — get_label","text":"data vector data frame var variable name. Optional.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print label, and if missing print variable name — get_label","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print label, and if missing print variable name — get_label","text":"","code":"mtcars |> get_label(var = \"mpg\") #> [1] \"mpg\" mtcars |> get_label() #> [1] \"mtcars\" mtcars$mpg |> get_label() #> [1] \"mtcars$mpg\" gtsummary::trial |> get_label(var = \"trt\") #> [1] \"Chemotherapy Treatment\" 1:10 |> get_label() #> [1] \"1:10\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":null,"dir":"Reference","previous_headings":"","what":"Get the function options based on the selected function description — get_plot_options","title":"Get the function options based on the selected function description — get_plot_options","text":"Get function options based selected function description","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"get_plot_options(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get the function options based on the selected function description — get_plot_options","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get the function options based on the selected function description — get_plot_options","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get the function options based on the selected function description — get_plot_options","text":"","code":"ls <- mtcars |>   default_parsing() |>   dplyr::pull(mpg) |>   possible_plots() |>   (\\(.x){     .x[[1]]   })() |>   get_plot_options()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function follows idea comment: https://stackoverflow.com/questions/38983179/-call--function--r-without-loading--package","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"x function function name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"function character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/getfun.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Wrapper function to get function from character vector referring to function from namespace. Passed to 'do.call()' — getfun","text":"","code":"getfun(\"stats::lm\") #> function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> } #> <bytecode: 0x564d4d394a68> #> <environment: namespace:stats>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting export objects — gg_theme_export","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"GGplot default theme plotting export objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"","code":"gg_theme_export()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting export objects — gg_theme_export","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":null,"dir":"Reference","previous_headings":"","what":"GGplot default theme for plotting in Shiny — gg_theme_shiny","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"GGplot default theme plotting Shiny","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"","code":"gg_theme_shiny()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"data ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"GGplot default theme for plotting in Shiny — gg_theme_shiny","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":null,"dir":"Reference","previous_headings":"","what":"Area proportional venn diagrams — ggeulerr","title":"Area proportional venn diagrams — ggeulerr","text":"slightly modified https://gist.github.com/danlooo/d23d8bcf8856c7dd8e86266097404ded functions uses eulerr::euler plot area proportional venn diagramms plots using ggplot2","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Area proportional venn diagrams — ggeulerr","text":"","code":"ggeulerr(combinations, show_quantities = TRUE, show_labels = TRUE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Area proportional venn diagrams — ggeulerr","text":"combinations set relationships named numeric vector, matrix, data.frame(See eulerr::euler) show_quantities whether show number intersecting elements show_labels whether show set names ... arguments passed eulerr::euler","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":null,"dir":"Reference","previous_headings":"","what":"Matches pattern to vector based on match type — grepl_fix","title":"Matches pattern to vector based on match type — grepl_fix","text":"Matches pattern vector based match type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"grepl_fix(data, pattern, type = c(\"prefix\", \"infix\", \"suffix\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Matches pattern to vector based on match type — grepl_fix","text":"data vector pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Matches pattern to vector based on match type — grepl_fix","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Matches pattern to vector based on match type — grepl_fix","text":"","code":"c(\"id\", \"age\", \"weight_0\", \"weight_1\") |> grepl_fix(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #> [1] FALSE FALSE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":null,"dir":"Reference","previous_headings":"","what":"Return if available — if_not_missing","title":"Return if available — if_not_missing","text":"Return available","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Return if available — if_not_missing","text":"","code":"if_not_missing(data, default = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Return if available — if_not_missing","text":"data vector default assigned value missings","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Return if available — if_not_missing","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Return if available — if_not_missing","text":"","code":"NULL |> if_not_missing(\"new\") #> [1] \"new\" c(2, \"a\", NA) |> if_not_missing() #> [1] \"2\" \"a\" \"See\" |> if_not_missing() #> [1] \"See\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to ease data file import — import-file-type","title":"Wrapper to ease data file import — import-file-type","text":"Wrapper ease data file import","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to ease data file import — import-file-type","text":"","code":"import_delim(file, skip, encoding, na.strings)  import_xls(file, sheet, skip, na.strings)  import_ods(file, sheet, skip, na.strings)  import_dta(file)  import_rds(file)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to ease data file import — import-file-type","text":"file path file skip number row skip encoding file encoding na.strings character(s) interpret missing values. sheet Excel files, sheet read","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file-type.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to ease data file import — import-file-type","text":"data.frame data.frame data.frame data.frame data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":null,"dir":"Reference","previous_headings":"","what":"Import data from a file — import-file","title":"Import data from a file — import-file","text":"Let user upload file import data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Import data from a file — import-file","text":"","code":"import_file_ui(   id,   title = \"\",   preview_data = TRUE,   file_extensions = c(\".csv\", \".txt\", \".xls\", \".xlsx\", \".rds\", \".fst\", \".sas7bdat\",     \".sav\"),   layout_params = c(\"dropdown\", \"inline\") )  import_file_server(   id,   btn_show_data = TRUE,   show_data_in = c(\"popup\", \"modal\"),   trigger_return = c(\"button\", \"change\"),   return_class = c(\"data.frame\", \"data.table\", \"tbl_df\", \"raw\"),   reset = reactive(NULL) )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Import data from a file — import-file","text":"preview_data Show preview data file input. file_extensions File extensions accepted shiny::fileInput(), can also MIME type. layout_params display import parameters : dropdown button inline file input.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Test app for the import_file module — import_file_demo_app","title":"Test app for the import_file module — import_file_demo_app","text":"Test app import_file module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"import_file_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/import-file_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test app for the import_file module — import_file_demo_app","text":"","code":"if (FALSE) { # \\dontrun{ import_file_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":null,"dir":"Reference","previous_headings":"","what":"Split vector by an index and embed addition — index_embed","title":"Split vector by an index and embed addition — index_embed","text":"Split vector index embed addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Split vector by an index and embed addition — index_embed","text":"","code":"index_embed(data, index, add = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Split vector by an index and embed addition — index_embed","text":"data vector index split index add addition","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/index_embed.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Split vector by an index and embed addition — index_embed","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":null,"dir":"Reference","previous_headings":"","what":"Test class — is_any_class","title":"Test class — is_any_class","text":"Test class","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test class — is_any_class","text":"","code":"is_any_class(data, class.vec)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test class — is_any_class","text":"data data class.vec vector class names test","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test class — is_any_class","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test class — is_any_class","text":"","code":"if (FALSE) { # \\dontrun{ vapply(REDCapCAST::redcapcast_data, \\(.x){   is_any_class(.x, c(\"hms\", \"Date\", \"POSIXct\", \"POSIXt\")) }, logical(1)) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":null,"dir":"Reference","previous_headings":"","what":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"Checks elements vector equally spaced indication ID","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"is_consecutive(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"data vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Checks if elements in vector are equally spaced as indication of ID — is_consecutive","text":"","code":"1:10 |> is_consecutive() #> [1] TRUE sample(1:100,40) |> is_consecutive() #> [1] FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":null,"dir":"Reference","previous_headings":"","what":"Test is date/datetime/time — is_datetime","title":"Test is date/datetime/time — is_datetime","text":"Test date/datetime/time","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test is date/datetime/time — is_datetime","text":"","code":"is_datetime(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test is date/datetime/time — is_datetime","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test is date/datetime/time — is_datetime","text":"factor","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test is date/datetime/time — is_datetime","text":"","code":"vapply(REDCapCAST::redcapcast_data, is_datetime, logical(1)) #>                    record_id            redcap_event_name  #>                        FALSE                        FALSE  #>     redcap_repeat_instrument       redcap_repeat_instance  #>                        FALSE                        FALSE  #>                          cpr                    inclusion  #>                        FALSE                         TRUE  #>               inclusion_time                          dob  #>                         TRUE                         TRUE  #>                          age                  age_integer  #>                        FALSE                        FALSE  #>                          sex                 cohabitation  #>                        FALSE                        FALSE  #>                 hypertension                     diabetes  #>                        FALSE                        FALSE  #>                       region baseline_data_start_complete  #>                        FALSE                        FALSE  #>                 mrs_assessed                     mrs_date  #>                        FALSE                         TRUE  #>                    mrs_score                 mrs_complete  #>                        FALSE                        FALSE  #>                      con_mrs                     con_calc  #>                        FALSE                        FALSE  #>           consensus_complete               event_datetime  #>                        FALSE                         TRUE  #>                    event_age                   event_type  #>                        FALSE                        FALSE  #>           new_event_complete  #>                        FALSE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if element is identical to the previous — is_identical_to_previous","title":"Test if element is identical to the previous — is_identical_to_previous","text":"Test element identical previous","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"is_identical_to_previous(data, no.name = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if element is identical to the previous — is_identical_to_previous","text":"data data. vector, data.frame list .name logical remove names attribute testing","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if element is identical to the previous — is_identical_to_previous","text":"logical vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if element is identical to the previous — is_identical_to_previous","text":"","code":"c(1, 1, 2, 3, 3, 2, 4, 4) |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE mtcars[c(1, 1, 2, 3, 3, 2, 4, 4)] |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE list(1, 1, list(2), \"A\", \"a\", \"a\") |> is_identical_to_previous() #> [1] FALSE  TRUE FALSE FALSE FALSE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":null,"dir":"Reference","previous_headings":"","what":"Test if url is valid format for REDCap API — is_valid_redcap_url","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"Test url valid format REDCap API","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"is_valid_redcap_url(url)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"url url","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Test if url is valid format for REDCap API — is_valid_redcap_url","text":"","code":"url <- c(   \"www.example.com\",   \"redcap.your.inst/api/\",   \"https://redcap.your.inst/api/\",   \"https://your.inst/redcap/api/\",   \"https://www.your.inst/redcap/api/\" ) is_valid_redcap_url(url) #> [1] FALSE FALSE  TRUE  TRUE  TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":null,"dir":"Reference","previous_headings":"","what":"Validate REDCap token — is_valid_token","title":"Validate REDCap token — is_valid_token","text":"Validate REDCap token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Validate REDCap token — is_valid_token","text":"","code":"is_valid_token(token, pattern_env = NULL, nchar = 32)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Validate REDCap token — is_valid_token","text":"token token pattern_env pattern","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Validate REDCap token — is_valid_token","text":"logical","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Validate REDCap token — is_valid_token","text":"","code":"token <- paste(sample(c(1:9, LETTERS[1:6]), 32, TRUE), collapse = \"\") is_valid_token(token) #> [1] TRUE"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily launch the FreesearchR app — launch_FreesearchR","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"data.frames global environment accessible app.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"launch_FreesearchR(...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"... passed shiny::runApp()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"shiny app","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily launch the FreesearchR app — launch_FreesearchR","text":"","code":"if (FALSE) { # \\dontrun{ data(mtcars) shiny_FreesearchR(launch.browser = TRUE) } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily round log scale limits for nice plots — limit_log","title":"Easily round log scale limits for nice plots — limit_log","text":"Easily round log scale limits nice plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(data, fun, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily round log scale limits for nice plots — limit_log","text":"data data fun rounding function (floor/ceiling) ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily round log scale limits for nice plots — limit_log","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/limit_log.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily round log scale limits for nice plots — limit_log","text":"","code":"limit_log(-.1, floor) #> [1] 0.7 limit_log(.1, ceiling) #> [1] 2 limit_log(-2.1, ceiling) #> [1] 0.008 limit_log(2.1, ceiling) #> [1] 200"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":null,"dir":"Reference","previous_headings":"","what":"Line breaking at given number of characters for nicely plotting labels — line_break","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"Line breaking given number characters nicely plotting labels","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"line_break(data, lineLength = 20, force = FALSE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"data string lineLength maximum line length fixed flag force split exactly value given lineLength. Default FALSE, splitting spaces.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/line_break.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Line breaking at given number of characters for nicely plotting labels — line_break","text":"","code":"\"Lorem ipsum... you know the routine\" |> line_break() #> [1] \"Lorem ipsum... you\\nknow the routine\" paste(sample(letters[1:10], 100, TRUE), collapse = \"\") |> line_break(force = TRUE) #> [1] \"bfheegaaihgbigiecjjc\\nejbhjfgbdbegciiccfeg\\nbgccehdajdebjihfdbcg\\nacigaffbaadgbabdedhf\\njeaifgdbjhieaca\\n\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":null,"dir":"Reference","previous_headings":"","what":"Merge list of expressions — merge_expression","title":"Merge list of expressions — merge_expression","text":"Merge list expressions","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Merge list of expressions — merge_expression","text":"","code":"merge_expression(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Merge list of expressions — merge_expression","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Merge list of expressions — merge_expression","text":"expression","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_expression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Merge list of expressions — merge_expression","text":"","code":"list(   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |> merge_expression() #> dplyr::select(c(\"cyl\", \"disp\")) %>% FreesearchR::default_parsing()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"Wrapper pivot gtsummary table data long plotting","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"","code":"merge_long(list, model.names)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list custom regression models list model.names names models include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/merge_long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to pivot gtsummary table data to long for plotting — merge_long","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":null,"dir":"Reference","previous_headings":"","what":"Get missingsness fraction — missing_fraction","title":"Get missingsness fraction — missing_fraction","text":"Get missingsness fraction","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get missingsness fraction — missing_fraction","text":"","code":"missing_fraction(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get missingsness fraction — missing_fraction","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get missingsness fraction — missing_fraction","text":"numeric vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get missingsness fraction — missing_fraction","text":"","code":"c(NA, 1:10, rep(NA, 3)) |> missing_fraction() #> [1] 0.2857143"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to modify quarto file to render specific formats — modify_qmd","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"Wrapper modify quarto file render specific formats","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"","code":"modify_qmd(file, format)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"file filename format desired output","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to modify quarto file to render specific formats — modify_qmd","text":"none","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a data overview data.frame ready for sparklines — overview_vars","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"Create data overview data.frame ready sparklines","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"overview_vars(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/overview_vars.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a data overview data.frame ready for sparklines — overview_vars","text":"","code":"mtcars |> overview_vars() #> # A tibble: 11 × 7 #>    icon    class   name  n_missing p_complete n_unique vals         #>    <chr>   <chr>   <chr>     <dbl>      <dbl>    <int> <named list> #>  1 numeric numeric mpg           0          1       25 <dbl [32]>   #>  2 numeric numeric cyl           0          1        3 <dbl [32]>   #>  3 numeric numeric disp          0          1       27 <dbl [32]>   #>  4 numeric numeric hp            0          1       22 <dbl [32]>   #>  5 numeric numeric drat          0          1       22 <dbl [32]>   #>  6 numeric numeric wt            0          1       29 <dbl [32]>   #>  7 numeric numeric qsec          0          1       30 <dbl [32]>   #>  8 numeric numeric vs            0          1        2 <dbl [32]>   #>  9 numeric numeric am            0          1        2 <dbl [32]>   #> 10 numeric numeric gear          0          1        3 <dbl [32]>   #> 11 numeric numeric carb          0          1        6 <dbl [32]>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":null,"dir":"Reference","previous_headings":"","what":"Reduce character vector with the native pipe operator or character string — pipe_string","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"Reduce character vector native pipe operator character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"pipe_string(data, collapse = \"|>\\n\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"data list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"character string","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/pipe_string.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Reduce character vector with the native pipe operator or character string — pipe_string","text":"","code":"list(   \"mtcars\",   rlang::call2(.fn = \"select\", !!!list(c(\"cyl\", \"disp\")), .ns = \"dplyr\"),   rlang::call2(.fn = \"default_parsing\", .ns = \"FreesearchR\") ) |>   lapply(expression_string) |>   pipe_string() |>   expression_string(\"data<-\") #> [1] \"data<-mtcars|>\\ndplyr::select(c('cyl','disp'))|>\\nFreesearchR::default_parsing()\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":null,"dir":"Reference","previous_headings":"","what":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"Regression coef plot gtsummary. Slightly modified pass arguments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"# S3 method for class 'tbl_regression' plot(   x,   plot_ref = TRUE,   remove_header_rows = TRUE,   remove_reference_rows = FALSE,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"x (tbl_regression, tbl_uvregression) 'tbl_regression' 'tbl_uvregression' object plot_ref (scalar logical) plot reference values remove_header_rows (scalar logical) logical indicating whether remove header rows categorical variables. Default TRUE remove_reference_rows (scalar logical) logical indicating whether remove reference rows categorical variables. Default FALSE. ... arguments passed ggstats::ggcoef_plot(...)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"ggplot object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Regression coef plot from gtsummary. Slightly modified to pass on arguments — plot.tbl_regression","text":"","code":"if (FALSE) { # \\dontrun{ mod <- lm(mpg ~ ., default_parsing(mtcars)) p <- mod |>   gtsummary::tbl_regression() |>   plot(colour = \"variable\") } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot euler diagrams — plot_euler","title":"Easily plot euler diagrams — plot_euler","text":"Easily plot euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot euler diagrams — plot_euler","text":"","code":"plot_euler(data, pri, sec, ter = NULL, seed = 2103)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily plot euler diagrams — plot_euler","text":"data data seed seed x name main variable y name secondary variables z grouping variable","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot euler diagrams — plot_euler","text":"patchwork object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot euler diagrams — plot_euler","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler(\"A\", c(\"B\", \"C\"), \"D\", seed = 4)  mtcars |> plot_euler(\"vs\", \"am\", seed = 1) #> [[1]]  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily plot single euler diagrams — plot_euler_single","title":"Easily plot single euler diagrams — plot_euler_single","text":"Easily plot single euler diagrams","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"plot_euler_single(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily plot single euler diagrams — plot_euler_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily plot single euler diagrams — plot_euler_single","text":"","code":"data.frame(   A = sample(c(TRUE, TRUE, FALSE), 50, TRUE),   B = sample(c(\"A\", \"C\"), 50, TRUE),   C = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE),   D = sample(c(TRUE, FALSE, FALSE, FALSE), 50, TRUE) ) |> plot_euler_single()  mtcars[c(\"vs\", \"am\")] |> plot_euler_single()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":null,"dir":"Reference","previous_headings":"","what":"Beautiful sankey plot — plot_sankey_single","title":"Beautiful sankey plot — plot_sankey_single","text":"Beautiful sankey plot","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"plot_sankey_single(   data,   pri,   sec,   color.group = c(\"pri\", \"sec\"),   colors = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Beautiful sankey plot — plot_sankey_single","text":"color.group set group colour . \"x\" \"y\". colors optinally specify colors. Give NA color, color level primary group color level secondary group. ... passed sankey_ready()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Beautiful sankey plot — plot_sankey_single","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Beautiful sankey plot — plot_sankey_single","text":"","code":"ds <- data.frame(g = sample(LETTERS[1:2], 100, TRUE), first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)), last = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE))) ds |> plot_sankey_single(\"first\", \"last\") #> Loading required package: ggplot2 #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes. #> Warning: Some strata appear at multiple axes.  ds |> plot_sankey_single(\"first\", \"last\", color.group = \"y\") #> Error in match.arg(color.group): 'arg' should be one of “pri”, “sec” data.frame(   g = sample(LETTERS[1:2], 100, TRUE),   first = REDCapCAST::as_factor(sample(letters[1:4], 100, TRUE)),   last = sample(c(TRUE, FALSE, FALSE), 100, TRUE) ) |>   plot_sankey_single(\"first\", \"last\", color.group = \"pri\")"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_functions","title":"Get possible regression models — possible_functions","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_functions","text":"","code":"possible_functions(data, design = c(\"cross-sectional\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_functions","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_functions","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_functions","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\"  mtcars |>   default_parsing() |>   dplyr::select(\"cyl\") |>   possible_functions(design = \"cross-sectional\") #> [1] \"Ordinal logistic regression model\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Get possible regression models — possible_plots","title":"Get possible regression models — possible_plots","text":"Get possible regression models","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get possible regression models — possible_plots","text":"","code":"possible_plots(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get possible regression models — possible_plots","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get possible regression models — possible_plots","text":"character vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/possible_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get possible regression models — possible_plots","text":"","code":"mtcars |>   default_parsing() |>   dplyr::pull(\"cyl\") |>   possible_plots() #> [1] \"Stacked horizontal bars\" \"Violin plot\"             #> [3] \"Sankey plot\"             \"Box plot\"                 mtcars |>   default_parsing() |>   dplyr::select(\"mpg\") |>   possible_plots() #> [1] \"Violin plot\"  \"Scatter plot\" \"Box plot\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":null,"dir":"Reference","previous_headings":"","what":"Flexible file import based on extension — read_input","title":"Flexible file import based on extension — read_input","text":"Flexible file import based extension","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(file, consider.na = c(\"NA\", \"\\\"\\\"\", \"\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Flexible file import based on extension — read_input","text":"file file name consider.na character vector strings consider NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Flexible file import based on extension — read_input","text":"tibble","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/read_input.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Flexible file import based on extension — read_input","text":"","code":"read_input(\"https://raw.githubusercontent.com/agdamsbo/cognitive.index.lookup/main/data/sample.csv\") #> Rows: 28 Columns: 8 #> ── Column specification ──────────────────────────────────────────────────────── #> Delimiter: \",\" #> dbl (8): id, ab, age, imm, vis, ver, att, del #>  #> ℹ Use `spec()` to retrieve the full column specification for this data. #> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message. #> # A tibble: 28 × 8 #>       id    ab   age   imm   vis   ver   att   del #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1     1     1    74    38    35    30    29    35 #>  2     1     2    69    36    36    21    27    37 #>  3     2     1    63    32    31    26    34    38 #>  4     2     2    64    37    34    26    36    46 #>  5     3     1    69    39    33    31    47    29 #>  6     3     2    70    40    36    31    46    25 #>  7     4     1    79    44    37    20    37    36 #>  8     4     2    81    35    36    31    37    40 #>  9     5     1    77    35    26    17    20    36 #> 10     5     2    80    29    34    18    23    36 #> # ℹ 18 more rows"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":null,"dir":"Reference","previous_headings":"","what":"Shiny module to browser and export REDCap data — m_redcap_readUI","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"Shiny module browser export REDCap data Test app redcap_read_shiny_module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"m_redcap_readUI(id, title = TRUE, url = NULL)  m_redcap_readServer(id)  redcap_demo_app()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"id Namespace id include_title logical include title","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"shiny ui element shiny server module","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Shiny module to browser and export REDCap data — m_redcap_readUI","text":"","code":"if (FALSE) { # \\dontrun{ redcap_demo_app() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a regression model programatically — regression_model","title":"Create a regression model programatically — regression_model","text":"Output concatenated list model information model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a regression model programatically — regression_model","text":"","code":"regression_model(   data,   outcome.str = NULL,   auto.mode = FALSE,   formula.str = NULL,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_uv(   data,   outcome.str,   args.list = NULL,   fun = NULL,   vars = NULL,   ... )  regression_model_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )  regression_model_uv_list(   data,   outcome.str,   fun.descr,   fun = NULL,   formula.str = NULL,   args.list = NULL,   vars = NULL,   ... )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a regression model programatically — regression_model","text":"data data outcome.str name outcome variable auto.mode Make assumptions function dependent outcome data format. Overwrites arguments. formula.str custom formula glue string. Default NULL. args.list custom character string converted using argsstring2list() list arguments. Default NULL. fun name custom function. Default NULL. vars character vector variables include ... ignored fun.descr Description chosen function matching description \"supported_functions()\"","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a regression model programatically — regression_model","text":"object standard class fun object standard class fun list list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_model.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a regression model programatically — regression_model","text":"","code":"gtsummary::trial |>   regression_model(outcome.str = \"age\") #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: age~ #>    ^ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) #>  #> Call: #> (function (formula, data, subset, weights, na.action, method = \"qr\",  #>     model = TRUE, x = FALSE, y = FALSE, qr = TRUE, singular.ok = TRUE,  #>     contrasts = NULL, offset, ...)  #> { #>     ret.x <- x #>     ret.y <- y #>     cl <- match.call() #>     mf <- match.call(expand.dots = FALSE) #>     m <- match(c(\"formula\", \"data\", \"subset\", \"weights\", \"na.action\",  #>         \"offset\"), names(mf), 0L) #>     mf <- mf[c(1L, m)] #>     mf$drop.unused.levels <- TRUE #>     mf[[1L]] <- quote(stats::model.frame) #>     mf <- eval(mf, parent.frame()) #>     if (method == \"model.frame\")  #>         return(mf) #>     else if (method != \"qr\")  #>         warning(gettextf(\"method = '%s' is not supported. Using 'qr'\",  #>             method), domain = NA) #>     mt <- attr(mf, \"terms\") #>     y <- model.response(mf, \"numeric\") #>     w <- as.vector(model.weights(mf)) #>     if (!is.null(w) && !is.numeric(w))  #>         stop(\"'weights' must be a numeric vector\") #>     offset <- model.offset(mf) #>     mlm <- is.matrix(y) #>     ny <- if (mlm)  #>         nrow(y) #>     else length(y) #>     if (!is.null(offset)) { #>         if (!mlm)  #>             offset <- as.vector(offset) #>         if (NROW(offset) != ny)  #>             stop(gettextf(\"number of offsets is %d, should equal %d (number of observations)\",  #>                 NROW(offset), ny), domain = NA) #>     } #>     if (is.empty.model(mt)) { #>         x <- NULL #>         z <- list(coefficients = if (mlm) matrix(NA_real_, 0,  #>             ncol(y)) else numeric(), residuals = y, fitted.values = 0 *  #>             y, weights = w, rank = 0L, df.residual = if (!is.null(w)) sum(w !=  #>             0) else ny) #>         if (!is.null(offset)) { #>             z$fitted.values <- offset #>             z$residuals <- y - offset #>         } #>     } #>     else { #>         x <- model.matrix(mt, mf, contrasts) #>         z <- if (is.null(w))  #>             lm.fit(x, y, offset = offset, singular.ok = singular.ok,  #>                 ...) #>         else lm.wfit(x, y, w, offset = offset, singular.ok = singular.ok,  #>             ...) #>     } #>     class(z) <- c(if (mlm) \"mlm\", \"lm\") #>     z$na.action <- attr(mf, \"na.action\") #>     z$offset <- offset #>     z$contrasts <- attr(x, \"contrasts\") #>     z$xlevels <- .getXlevels(mt, mf) #>     z$call <- cl #>     z$terms <- mt #>     if (model)  #>         z$model <- mf #>     if (ret.x)  #>         z$x <- x #>     if (ret.y)  #>         z$y <- y #>     if (!qr)  #>         z$qr <- NULL #>     z #> })(formula = age ~ ., data = structure(list(trt = structure(c(1L,  #> 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,  #> 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,  #> 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L,  #> 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L,  #> 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L,  #> 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L,  #> 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L,  #> 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L,  #> 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L,  #> 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L,  #> 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L,  #> 2L, 1L, 2L, 1L, 1L, 1L, 1L), levels = c(\"Drug A\", \"Drug B\"), class = \"factor\", label = \"Chemotherapy Treatment\"),  #>     age = structure(c(23, 9, 31, NA, 51, 39, 37, 32, 31, 34,  #>     42, 63, 54, 21, 48, 71, 38, 49, 57, 46, 47, 52, 61, 38, 34,  #>     49, 63, 67, 68, 78, 36, 37, 53, 36, 51, 48, 57, 31, 37, 28,  #>     40, 49, 61, 56, 54, 71, 38, 31, 48, NA, 83, 52, 32, 53, 69,  #>     60, 45, 39, NA, 38, 36, 71, 31, 43, 57, 53, 25, 44, 25, 30,  #>     51, 40, NA, 43, 21, 54, 67, 43, 54, 41, 34, 34, 6, 39, 36,  #>     58, 27, 47, NA, 50, 61, 47, 52, 51, 68, 33, 65, 34, 38, 60,  #>     10, 49, 56, 50, 60, 49, 54, 39, 48, 65, 47, 61, 34, NA, NA,  #>     58, 26, 44, 17, 68, 57, 66, 44, NA, 67, 48, 62, 35, 53, 53,  #>     66, 55, 57, 47, 58, 43, 45, 44, 63, 59, 44, 53, 51, 28, 65,  #>     63, 76, 61, 33, 48, 42, 36, 55, 20, 26, 50, 47, 74, 50, 31,  #>     45, 51, 66, 76, 47, 48, 56, 70, 46, 43, 41, 41, 19, 49, 43,  #>     43, 75, 52, 42, 37, 45, 35, 67, 38, 44, 45, 39, 46, NA, 42,  #>     60, 31, 45, 38, NA, 19, 69, 66, NA, 64), label = \"Age\"),  #>     marker = structure(c(0.16, 1.107, 0.277, 2.067, 2.767, 0.613,  #>     0.354, 1.739, 0.144, 0.205, 0.513, 0.06, 0.831, 0.258, 0.128,  #>     0.445, 2.083, 0.157, 0.066, 0.325, 0.266, 0.719, 1.713, 0.096,  #>     0.105, 0.043, 0.981, 1.156, 0.105, 0.175, 0.309, 1.869, 2.008,  #>     1.894, 0.16, 1.209, 0.108, 0.611, 0.222, 0.803, 0.37, NA,  #>     0.177, 1.479, 0.161, 0.737, 0.124, 0.092, 0.385, 0.21, 0.475,  #>     1.628, 0.583, NA, 0.702, 1.206, 2.213, 1.406, 0.101, 0.013,  #>     2.032, 1.046, 0.408, 2.636, 1.263, NA, 2.447, 1.041, 0.531,  #>     0.924, 1.087, 0.733, 2.157, 0.333, 1.527, 2.238, 0.153, 0.305,  #>     0.131, 0.386, 1.645, 1.321, 0.229, 0.615, 1.976, 1.941, 0.22,  #>     3.874, 0.982, 1.68, 1.091, 0.169, 0.511, 2.141, 0.599, NA,  #>     0.389, 0.005, 0.075, 1.491, 0.358, 1.709, 0.056, 1.354, 2.522,  #>     0.387, 0.592, 0.243, 0.215, 1.207, 0.29, 0.718, 0.589, 0.003,  #>     1.328, 0.308, 0.691, 3.249, 0.039, 1.804, 0.238, 2.702, 1.441,  #>     0.27, NA, NA, 0.062, 2.19, 0.976, 3.062, 0.124, 0.045, 1.892,  #>     0.711, 1.079, 1.061, 0.239, 0.361, 0.033, 1.133, 1.225, 1.418,  #>     3.751, 3.02, 0.086, 0.772, 1.882, 2.725, 2.41, 0.352, 0.895,  #>     0.215, 0.141, 2.288, 1.658, 1.255, 1.306, 0.081, 0.667, 0.046,  #>     0.662, 1.985, 1.063, 1.55, 0.015, 0.056, NA, 0.51, 0.929,  #>     2.345, 0.25, 0.816, 0.022, 0.16, 0.547, 3.642, 0.092, 1.2,  #>     1.512, 2.124, NA, 0.862, 0.182, 1.075, 0.021, 0.402, 0.063,  #>     1.129, 0.61, NA, 0.717, 0.205, 0.946, 0.386, 0.37, 1.148,  #>     NA, 0.136, 0.439, 1.148), label = \"Marker Level (ng/mL)\"),  #>     stage = structure(c(1L, 2L, 1L, 3L, 4L, 4L, 1L, 1L, 1L, 3L,  #>     1L, 3L, 4L, 4L, 1L, 4L, 4L, 2L, 1L, 1L, 2L, 2L, 4L, 4L, 4L,  #>     2L, 4L, 1L, 4L, 3L, 1L, 2L, 3L, 3L, 3L, 3L, 1L, 1L, 4L, 4L,  #>     3L, 1L, 4L, 3L, 4L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 2L, 3L, 3L,  #>     2L, 4L, 1L, 4L, 2L, 4L, 1L, 4L, 1L, 4L, 1L, 1L, 1L, 4L, 1L,  #>     2L, 2L, 2L, 1L, 4L, 4L, 2L, 2L, 4L, 4L, 3L, 2L, 4L, 3L, 2L,  #>     4L, 1L, 2L, 1L, 4L, 3L, 3L, 1L, 3L, 2L, 3L, 2L, 2L, 3L, 4L,  #>     4L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 3L, 4L, 1L, 4L,  #>     3L, 3L, 2L, 4L, 2L, 1L, 2L, 1L, 4L, 3L, 3L, 3L, 2L, 1L, 2L,  #>     1L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 3L, 4L, 1L, 2L, 2L,  #>     1L, 3L, 4L, 2L, 4L, 2L, 1L, 2L, 3L, 1L, 3L, 4L, 2L, 2L, 1L,  #>     2L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 3L, 2L, 3L, 1L, 1L, 2L, 4L,  #>     2L, 4L, 4L, 2L, 3L, 4L, 3L, 4L, 4L, 1L, 1L, 4L, 4L, 4L, 1L,  #>     2L, 2L, 2L, 4L, 3L, 3L, 2L, 2L, 4L, 3L), levels = c(\"T1\",  #>     \"T2\", \"T3\", \"T4\"), class = \"factor\", label = \"T Stage\"),  #>     grade = structure(c(2L, 1L, 2L, 3L, 3L, 1L, 2L, 1L, 2L, 1L,  #>     3L, 1L, 3L, 1L, 1L, 3L, 3L, 2L, 3L, 2L, 1L, 2L, 1L, 1L, 2L,  #>     3L, 2L, 2L, 2L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 2L, 2L, 3L, 2L,  #>     2L, 3L, 3L, 1L, 3L, 1L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 3L,  #>     1L, 3L, 1L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 3L, 2L,  #>     1L, 3L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 3L, 1L,  #>     3L, 1L, 1L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 1L,  #>     3L, 1L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 1L, 1L, 2L,  #>     3L, 3L, 2L, 1L, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 3L, 3L, 2L, 3L,  #>     1L, 1L, 1L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L,  #>     2L, 2L, 2L, 2L, 1L, 1L, 3L, 2L, 2L, 1L, 2L, 1L, 2L, 3L, 2L,  #>     1L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 1L, 3L, 3L, 1L, 3L, 2L, 1L,  #>     3L, 1L, 2L, 1L, 1L, 3L, 1L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 2L,  #>     3L, 2L, 3L, 3L, 2L, 1L, 2L, 3L, 3L, 1L), levels = c(\"I\",  #>     \"II\", \"III\"), class = \"factor\", label = \"Grade\"), response = structure(c(0L,  #>     1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L,  #>     0L, 0L, 1L, 0L, NA, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     0L, 0L, 0L, NA, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L,  #>     0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,  #>     1L, 1L, NA, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, NA, 1L, 0L,  #>     0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L,  #>     0L, 1L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, NA, 0L, 1L,  #>     0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, NA, 0L,  #>     1L, 1L, 0L, 0L), label = \"Tumor Response\"), death = structure(c(0L,  #>     0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L,  #>     0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,  #>     0L, 1L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,  #>     1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L,  #>     1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L,  #>     1L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L, 1L,  #>     0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L,  #>     0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,  #>     1L, 1L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L,  #>     0L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L,  #>     1L, 0L, 1L, 0L), label = \"Patient Died\"), ttdeath = structure(c(24,  #>     24, 24, 17.64, 16.43, 15.64, 24, 18.43, 24, 10.53, 24, 24,  #>     14.34, 12.89, 22.68, 8.71, 24, 15.21, 24, 24, 24, 24, 16.92,  #>     23.89, 6.32, 15.77, 24, 24, 15.45, 17.43, 24, 20.9, 24, 24,  #>     24, 21.19, 12.52, 24, 15.59, 18, 18.02, 12.43, 12.1, 24,  #>     17.42, 24, 24, 24, 12.19, 10.02, 18.23, 10.42, 24, 24, 19.34,  #>     12.21, 14.46, 19.34, 10.16, 13.15, 10.12, 24, 22.77, 24,  #>     24, 22.13, 24, 20.62, 23.23, 7.38, 24, 24, 24, 24, 24, 19.22,  #>     7.27, 23.88, 16.23, 24, 14.06, 24, 24, 24, 16.44, 23.81,  #>     24, 18.37, 11.44, 20.94, 5.33, 22.92, 10.33, 24, 24, 14.54,  #>     19.14, 24, 21.19, 16.07, 9.97, 24, 24, 24, 19.75, 16.67,  #>     11.18, 18.29, 24, 17.56, 17.45, 24, 22.86, 13.68, 24, 24,  #>     17.46, 24, 24, 24, 24, 24, 13, 9.73, 15.65, 24, 3.53, 20.35,  #>     23.41, 16.47, 24, 24, 14.65, 17.81, 24, 21.83, 24, 24, 21.49,  #>     12.68, 24, 24, 24, 24, 10.07, 24, 24, 24, 8.37, 20.33, 24,  #>     24, 21.33, 12.63, 13.08, 24, 15.1, 20.14, 10.55, 24, 24,  #>     24, 24, 23.6, 24, 19.98, 15.55, 23.72, 22.41, 19.54, 16.57,  #>     24, 24, 24, 21.91, 24, 12.53, 24, 18.63, 14.82, 16.46, 24,  #>     9.24, 17.77, 24, 24, 9.92, 16.16, 10.51, 20.81, 24, 16.44,  #>     24, 22.4, 11.76, 24, 21.6, 24, 19.81, 24), label = \"Months to Death/Censor\")), class = c(\"tbl_df\",  #> \"tbl\", \"data.frame\"), row.names = c(NA, -200L))) #>  #> Coefficients: #> (Intercept)    trtDrug B       marker      stageT2      stageT3      stageT4   #>     45.9247      -0.4052      -0.1435       2.0519       2.4437      -3.1573   #>     gradeII     gradeIII     response        death      ttdeath   #>      0.1750       1.6855       4.9885       3.0775      -0.1394   #>  gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     auto.mode = FALSE,     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) #> Error in str2lang(x): <text>:2:0: unexpected end of input #> 1: trt~ #>    ^ m <- mtcars |>   default_parsing() |>   regression_model(     outcome.str = \"mpg\",     auto.mode = FALSE,     fun = \"stats::lm\",     formula.str = \"{outcome.str}~{paste(vars,collapse='+')}\",     args.list = NULL,     vars = c(\"mpg\", \"cyl\")   ) #> Warning: the response appeared on the right-hand side and was dropped #> Warning: problem with term 1 in model.matrix: no columns are assigned broom::tidy(m) #> # A tibble: 3 × 5 #>   term        estimate std.error statistic  p.value #>   <chr>          <dbl>     <dbl>     <dbl>    <dbl> #> 1 (Intercept)    26.7      0.972     27.4  2.69e-22 #> 2 cyl6           -6.92     1.56      -4.44 1.19e- 4 #> 3 cyl8          -11.6      1.30      -8.90 8.57e-10 if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(outcome.str = \"age\") gtsummary::trial |>   regression_model_uv(     outcome.str = \"age\",     fun = \"stats::lm\",     args.list = NULL   ) m <- gtsummary::trial |> regression_model_uv(   outcome.str = \"trt\",   fun = \"stats::glm\",   args.list = list(family = stats::binomial(link = \"logit\")) ) lapply(m, broom::tidy) |> dplyr::bind_rows() } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"cyl\", fun.descr = \"Ordinal logistic regression model\") summary(ls$model) ls <- regression_model_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\")  ls <- regression_model_list(data = default_parsing(gtsummary::trial), outcome.str = \"trt\", fun.descr = \"Logistic regression model\") tbl <- gtsummary::tbl_regression(ls$model, exponentiate = TRUE) m <- gtsummary::trial |>   default_parsing() |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     formula.str = \"{outcome.str}~.\",     args.list = list(family = \"binomial\")   ) tbl2 <- gtsummary::tbl_regression(m, exponentiate = TRUE) broom::tidy(ls$model) broom::tidy(m) } # } if (FALSE) { # \\dontrun{ gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   lapply(broom::tidy) |>   dplyr::bind_rows() ms <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"mpg\", fun.descr = \"Linear regression model\") ms$code ls <- regression_model_uv_list(data = default_parsing(mtcars), outcome.str = \"am\", fun.descr = \"Logistic regression model\") ls$code lapply(ms$model, broom::tidy) |> dplyr::bind_rows() } # }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":null,"dir":"Reference","previous_headings":"","what":"Create table of regression model — regression_table","title":"Create table of regression model — regression_table","text":"Create table regression model","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create table of regression model — regression_table","text":"","code":"regression_table(x, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create table of regression model — regression_table","text":"x regression model ... passed methods args.list list arguments passed 'fun'. fun function use table creation. Default \"gtsummary::tbl_regression\".","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create table of regression model — regression_table","text":"object standard class fun","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/regression_table.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create table of regression model — regression_table","text":"","code":"if (FALSE) { # \\dontrun{ tbl <- gtsummary::trial |>   regression_model(     outcome.str = \"stage\",     fun = \"MASS::polr\"   ) |>   regression_table(args.list = list(\"exponentiate\" = TRUE)) gtsummary::trial |>   regression_model(     outcome.str = \"age\",     fun = \"stats::lm\",     formula.str = \"{outcome.str}~.\",     args.list = NULL   ) |>   regression_table() |>   plot() gtsummary::trial |>   regression_model(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = binomial(link = \"logit\"))   ) |>   regression_table() gtsummary::trial |>   regression_model_uv(     outcome.str = \"trt\",     fun = \"stats::glm\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   regression_table() gtsummary::trial |>   regression_model_uv(     outcome.str = \"stage\",     args.list = list(family = stats::binomial(link = \"logit\"))   ) |>   regression_table()  list(   \"Univariable\" = regression_model_uv,   \"Multivariable\" = regression_model ) |>   lapply(\\(.fun){     do.call(       .fun,       c(         list(data = gtsummary::trial),         list(outcome.str = \"stage\")       )     )   }) |>   purrr::map(regression_table) |>   tbl_merge() } # } regression_table <- function(x, ...) {   UseMethod(\"regression_table\") }  #' @rdname regression_table #' @export regression_table.list <- function(x, ...) {   x |>     purrr::map(\\(.m){       regression_table(x = .m, ...) |>         gtsummary::add_n()     }) |>     gtsummary::tbl_stack() }  #' @rdname regression_table #' @export regression_table.default <- function(x, ..., args.list = NULL, fun = \"gtsummary::tbl_regression\") {   # Stripping custom class   class(x) <- class(x)[class(x) != \"freesearchr_model\"]    if (any(c(length(class(x)) != 1, class(x) != \"lm\"))) {     if (!\"exponentiate\" %in% names(args.list)) {       args.list <- c(args.list, list(exponentiate = TRUE))     }   }    out <- do.call(getfun(fun), c(list(x = x), args.list))   out |>     gtsummary::add_glance_source_note() # |>   # gtsummary::bold_p() }"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":null,"dir":"Reference","previous_headings":"","what":"Remove empty/NA attributes — remove_empty_attr","title":"Remove empty/NA attributes — remove_empty_attr","text":"Remove empty/NA attributes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"remove_empty_attr(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Remove empty/NA attributes — remove_empty_attr","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Remove empty/NA attributes — remove_empty_attr","text":"data class input","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Remove empty/NA attributes — remove_empty_attr","text":"","code":"ds <- mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   dplyr::bind_cols() ds |>   remove_empty_attr() |>   str() #> tibble [32 × 11] (S3: tbl_df/tbl/data.frame) #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ... mtcars |>   lapply(\\(.x) REDCapCAST::set_attr(.x, label = NA, attr = \"label\")) |>   remove_empty_attr() |>   str() #> List of 11 #>  $ mpg : num [1:32] 21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ... #>  $ cyl : num [1:32] 6 6 4 6 8 6 8 4 4 6 ... #>  $ disp: num [1:32] 160 160 108 258 360 ... #>  $ hp  : num [1:32] 110 110 93 110 175 105 245 62 95 123 ... #>  $ drat: num [1:32] 3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ... #>  $ wt  : num [1:32] 2.62 2.88 2.32 3.21 3.44 ... #>  $ qsec: num [1:32] 16.5 17 18.6 19.4 17 ... #>  $ vs  : num [1:32] 0 0 1 1 0 1 0 1 1 1 ... #>  $ am  : num [1:32] 1 1 1 0 0 0 0 0 0 0 ... #>  $ gear: num [1:32] 4 4 4 3 3 3 3 4 4 4 ... #>  $ carb: num [1:32] 4 4 1 1 2 1 4 2 2 4 ..."},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":null,"dir":"Reference","previous_headings":"","what":"Removes columns with completenes below cutoff — remove_empty_cols","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"Removes columns completenes cutoff","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"remove_empty_cols(data, cutoff = 0.7)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data data frame cutoff numeric","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"data frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Removes columns with completenes below cutoff — remove_empty_cols","text":"","code":"data.frame(a = 1:10, b = NA, c = c(2, NA)) |> remove_empty_cols(cutoff = .5) #>     a  c #> 1   1  2 #> 2   2 NA #> 3   3  2 #> 4   4 NA #> 5   5  2 #> 6   6 NA #> 7   7  2 #> 8   8 NA #> 9   9  2 #> 10 10 NA"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"simple function remove nested lists, like uploading .rds","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"remove_nested_list(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data data","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Very simple function to remove nested lists, like when uploading .rds — remove_nested_list","text":"","code":"dplyr::tibble(a = 1:10, b = rep(list(\"a\"), 10)) |> remove_nested_list() #> # A tibble: 10 × 1 #>        a #>    <int> #>  1     1 #>  2     2 #>  3     3 #>  4     4 #>  5     5 #>  6     6 #>  7     7 #>  8     8 #>  9     9 #> 10    10 dplyr::tibble(a = 1:10, b = rep(list(c(\"a\", \"b\")), 10)) |> as.data.frame() #>     a    b #> 1   1 a, b #> 2   2 a, b #> 3   3 a, b #> 4   4 a, b #> 5   5 a, b #> 6   6 a, b #> 7   7 a, b #> 8   8 a, b #> 9   9 a, b #> 10 10 a, b"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":null,"dir":"Reference","previous_headings":"","what":"Get names of repeated instruments — repeated_instruments","title":"Get names of repeated instruments — repeated_instruments","text":"Get names repeated instruments","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get names of repeated instruments — repeated_instruments","text":"","code":"repeated_instruments(uri, token)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get names of repeated instruments — repeated_instruments","text":"uri REDCap database uri token database token","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get names of repeated instruments — repeated_instruments","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a select input control with icon(s) — selectInputIcon","title":"Create a select input control with icon(s) — selectInputIcon","text":"Extend form controls adding text icons , , sides classic selectInput.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a select input control with icon(s) — selectInputIcon","text":"","code":"selectInputIcon(   inputId,   label,   choices,   selected = NULL,   multiple = FALSE,   selectize = TRUE,   size = NULL,   width = NULL,   icon = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a select input control with icon(s) — selectInputIcon","text":"inputId input slot used access value. label Display label control, NULL label. choices List values select . elements list named, name — rather value — displayed user. also possible group related inputs providing named list whose elements (either named unnamed) lists, vectors, factors. case, outermost names used group labels (leveraging <optgroup> HTML tag) elements respective sublist. See example section small demo feature. selected initially selected value (multiple values multiple = TRUE). specified defaults first value single-select lists values multiple select lists. multiple selection multiple items allowed? selectize Whether use selectize.js . size Number items show selection box; larger number result taller box. compatible selectize=TRUE. Normally, multiple=FALSE, select input drop-list, size set, box instead. width width input, e.g. '400px', '100%'; see validateCssUnit().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a select input control with icon(s) — selectInputIcon","text":"numeric input control can added UI definition.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":null,"dir":"Reference","previous_headings":"","what":"(Re)label columns in data.frame — set_column_label","title":"(Re)label columns in data.frame — set_column_label","text":"(Re)label columns data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"set_column_label(data, label, overwrite = TRUE)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"(Re)label columns in data.frame — set_column_label","text":"data data.frame labelled label named list vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"(Re)label columns in data.frame — set_column_label","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/set_column_label.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"(Re)label columns in data.frame — set_column_label","text":"","code":"ls <- list(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls2 <- c(\"mpg\" = \"\", \"cyl\" = \"Cylinders\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") ls3 <- c(\"mpg\" = \"\", \"cyl\" = \"\", \"disp\" = \"\", \"hp\" = \"Horses\", \"drat\" = \"\", \"wt\" = \"\", \"qsec\" = \"\", \"vs\" = \"\", \"am\" = \"\", \"gear\" = \"\", \"carb\" = \"\") mtcars |>   set_column_label(ls) |>   set_column_label(ls2) |>   set_column_label(ls3) #> # A tibble: 32 × 11 #>      mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb #>    <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> #>  1  21       6  160    110  3.9   2.62  16.5     0     1     4     4 #>  2  21       6  160    110  3.9   2.88  17.0     0     1     4     4 #>  3  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1 #>  4  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1 #>  5  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2 #>  6  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1 #>  7  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4 #>  8  24.4     4  147.    62  3.69  3.19  20       1     0     4     2 #>  9  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2 #> 10  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4 #> # ℹ 22 more rows rlang::expr(FreesearchR::set_column_label(label = !!ls3)) |> expression_string() #> [1] \"FreesearchR::set_column_label(label=c(mpg='',cyl='',disp='',hp='Horses',drat='',wt='',qsec='',vs='',am='',gear='',carb=''))\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":null,"dir":"Reference","previous_headings":"","what":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"Drop-replacement base::sort_by option remove NAs","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(x, y, na.rm = FALSE, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"x x y y na.rm remove NAs ... passed base_sort_by","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/sort_by.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Drop-in replacement for the base::sort_by with option to remove NAs — sort_by","text":"","code":"sort_by(c(\"Multivariable\", \"Univariable\"), c(\"Univariable\", \"Minimal\", \"Multivariable\")) #> [1] \"Univariable\"   NA              \"Multivariable\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":null,"dir":"Reference","previous_headings":"","what":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"Specify format arguments include qmd header/frontmatter","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"","code":"specify_qmd_format(data, fileformat = c(\"docx\", \"odt\", \"pdf\", \"all\"))"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"data vector fileformat format include","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Specify format arguments to include in qmd header/frontmatter — specify_qmd_format","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":null,"dir":"Reference","previous_headings":"","what":"Easily subset by data type function — subset_types","title":"Easily subset by data type function — subset_types","text":"Easily subset data type function","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Easily subset by data type function — subset_types","text":"","code":"subset_types(data, types, type.fun = data_type)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Easily subset by data type function — subset_types","text":"data data types desired types type.fun function get type. Default outcome_type","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Easily subset by data type function — subset_types","text":"vector","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/subset_types.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Easily subset by data type function — subset_types","text":"","code":"default_parsing(mtcars) |> subset_types(\"ordinal\") #> # A tibble: 32 × 0 default_parsing(mtcars) |> subset_types(c(\"dichotomous\", \"categorical\")) #> # A tibble: 32 × 5 #>    cyl   vs    am    gear  carb  #>    <fct> <lgl> <lgl> <fct> <fct> #>  1 6     FALSE TRUE  4     4     #>  2 6     FALSE TRUE  4     4     #>  3 4     TRUE  TRUE  4     1     #>  4 6     TRUE  FALSE 3     1     #>  5 8     FALSE FALSE 3     2     #>  6 6     TRUE  FALSE 3     1     #>  7 8     FALSE FALSE 3     4     #>  8 4     TRUE  FALSE 4     2     #>  9 4     TRUE  FALSE 4     2     #> 10 6     TRUE  FALSE 4     4     #> # ℹ 22 more rows #' default_parsing(mtcars) |> subset_types(\"factor\",class)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_functions","title":"Implemented functions — supported_functions","text":"Library supported functions. list name \"descr\" element unique element list.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_functions","text":"","code":"supported_functions()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_functions","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_functions.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_functions","text":"","code":"supported_functions() #> $lm #> $lm$descr #> [1] \"Linear regression model\" #>  #> $lm$design #> [1] \"cross-sectional\" #>  #> $lm$out.type #> [1] \"continuous\" #>  #> $lm$fun #> [1] \"stats::lm\" #>  #> $lm$args.list #> NULL #>  #> $lm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $lm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $lm$table.args.list #> $lm$table.args.list$exponentiate #> [1] FALSE #>  #>  #>  #> $glm #> $glm$descr #> [1] \"Logistic regression model\" #>  #> $glm$design #> [1] \"cross-sectional\" #>  #> $glm$out.type #> [1] \"dichotomous\" #>  #> $glm$fun #> [1] \"stats::glm\" #>  #> $glm$args.list #> $glm$args.list$family #> [1] \"binomial\" #>  #>  #> $glm$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $glm$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $glm$table.args.list #> list() #>  #>  #> $polr #> $polr$descr #> [1] \"Ordinal logistic regression model\" #>  #> $polr$design #> [1] \"cross-sectional\" #>  #> $polr$out.type #> [1] \"categorical\" #>  #> $polr$fun #> [1] \"MASS::polr\" #>  #> $polr$args.list #> $polr$args.list$Hess #> [1] TRUE #>  #> $polr$args.list$method #> [1] \"logistic\" #>  #>  #> $polr$formula.str #> [1] \"{outcome.str}~{paste(vars,collapse='+')}\" #>  #> $polr$table.fun #> [1] \"gtsummary::tbl_regression\" #>  #> $polr$table.args.list #> list() #>  #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":null,"dir":"Reference","previous_headings":"","what":"Implemented functions — supported_plots","title":"Implemented functions — supported_plots","text":"Library supported functions. list name \"descr\" element unique element list. descr: Plot description primary.type: Primary variable data type (continuous, dichotomous ordinal) secondary.type: Secondary variable data type (continuous, dichotomous ordinal) secondary.extra: \"none\" NULL option choose none. tertiary.type: Tertiary variable data type (continuous, dichotomous ordinal)","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Implemented functions — supported_plots","text":"","code":"supported_plots()"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Implemented functions — supported_plots","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/supported_plots.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Implemented functions — supported_plots","text":"","code":"supported_plots() |> str() #> List of 6 #>  $ plot_hbars  :List of 8 #>   ..$ fun            : chr \"plot_hbars\" #>   ..$ descr          : chr \"Stacked horizontal bars\" #>   ..$ note           : chr \"A classical way of visualising the distribution of an ordinal scale like the modified Ranking Scale and known as Grotta bars\" #>   ..$ primary.type   : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.type : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.extra: chr \"none\" #>  $ plot_violin :List of 8 #>   ..$ fun            : chr \"plot_violin\" #>   ..$ descr          : chr \"Violin plot\" #>   ..$ note           : chr \"A modern alternative to the classic boxplot to visualise data distribution\" #>   ..$ primary.type   : chr [1:4] \"datatime\" \"continuous\" \"dichotomous\" \"categorical\" #>   ..$ secondary.type : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ secondary.extra: chr \"none\" #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>  $ plot_sankey :List of 8 #>   ..$ fun            : chr \"plot_sankey\" #>   ..$ descr          : chr \"Sankey plot\" #>   ..$ note           : chr \"A way of visualising change between groups\" #>   ..$ primary.type   : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.type : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ secondary.extra: NULL #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>  $ plot_scatter:List of 8 #>   ..$ fun            : chr \"plot_scatter\" #>   ..$ descr          : chr \"Scatter plot\" #>   ..$ note           : chr \"A classic way of showing the association between to variables\" #>   ..$ primary.type   : chr [1:2] \"datatime\" \"continuous\" #>   ..$ secondary.type : chr [1:3] \"datatime\" \"continuous\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.extra: NULL #>  $ plot_box    :List of 8 #>   ..$ fun            : chr \"plot_box\" #>   ..$ descr          : chr \"Box plot\" #>   ..$ note           : chr \"A classic way to plot data distribution by groups\" #>   ..$ primary.type   : chr [1:4] \"datatime\" \"continuous\" \"dichotomous\" \"categorical\" #>   ..$ secondary.type : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.multi: logi FALSE #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.extra: chr \"none\" #>  $ plot_euler  :List of 9 #>   ..$ fun            : chr \"plot_euler\" #>   ..$ descr          : chr \"Euler diagram\" #>   ..$ note           : chr \"Generate area-proportional Euler diagrams to display set relationships\" #>   ..$ primary.type   : chr \"dichotomous\" #>   ..$ secondary.type : chr \"dichotomous\" #>   ..$ secondary.multi: logi TRUE #>   ..$ secondary.max  : num 4 #>   ..$ tertiary.type  : chr [1:2] \"dichotomous\" \"categorical\" #>   ..$ secondary.extra: NULL"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":null,"dir":"Reference","previous_headings":"","what":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"Ensure symmetrical plot around 1 logarithmic x scale ratio plots","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"","code":"symmetrical_scale_x_log10(plot, breaks = c(1, 2, 3, 5, 10), ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"plot ggplot2 plot breaks breaks used mirrored ... ignored","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Ensure symmetrical plot around 1 on a logarithmic x scale for ratio plots — symmetrical_scale_x_log10","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":null,"dir":"Reference","previous_headings":"","what":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"substitue gtsummary::tbl_merge, use list names tab spanner names.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"","code":"tbl_merge(data)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"data gtsummary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A substitue to gtsummary::tbl_merge, that will use list names for the tab spanner names. — tbl_merge","text":"gt summary list object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":null,"dir":"Reference","previous_headings":"","what":"Get data type icons — type_icons","title":"Get data type icons — type_icons","text":"Get data type icons","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Get data type icons — type_icons","text":"","code":"type_icons(x)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Get data type icons — type_icons","text":"x character vector data classes","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Get data type icons — type_icons","text":"list","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/type_icons.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Get data type icons — type_icons","text":"","code":"\"ordinal\" |> type_icons() default_parsing(mtcars) |> sapply(data_type) |> type_icons() #> $mpg #>  #> $cyl #>  #> $disp #>  #> $hp #>  #> $drat #>  #> $wt #>  #> $qsec #>  #> $vs #>  #> $am #>  #> $gear #>  #> $carb #>"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":null,"dir":"Reference","previous_headings":"","what":"Module to Reorder the Levels of a Factor Variable — update-factor","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"module contain interface reorder levels factor variable.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"","code":"update_factor_ui(id)  update_factor_server(id, data_r = reactive(NULL))  modal_update_factor(   id,   title = i18n(\"Update levels of a factor\"),   easyClose = TRUE,   size = \"l\",   footer = NULL )  winbox_update_factor(   id,   title = i18n(\"Update levels of a factor\"),   options = shinyWidgets::wbOptions(),   controls = shinyWidgets::wbControls() )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"id Module ID. data_r shiny::reactive() function returning data.frame. title optional title dialog. easyClose TRUE, modal dialog can dismissed clicking outside dialog box, pressing Escape key. FALSE (default), modal dialog dismissed ways; instead must dismissed clicking modalButton(), call removeModal() server. size One \"s\" small, \"m\" (default) medium, \"l\" large, \"xl\" extra large. Note \"xl\" works Bootstrap 4 (opt-Bootstrap 4+, pass bslib::bs_theme() theme argument page container like fluidPage()). footer UI footer. Use NULL footer. options List options, see wbOptions(). controls List controls, see wbControls().","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-factor.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Module to Reorder the Levels of a Factor Variable — update-factor","text":"shiny::reactive() function returning data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":null,"dir":"Reference","previous_headings":"","what":"Select, rename and convert variables — update-variables","title":"Select, rename and convert variables — update-variables","text":"Select, rename convert variables","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Select, rename and convert variables — update-variables","text":"","code":"update_variables_ui(id, title = \"\")  update_variables_server(   id,   data,   height = NULL,   return_data_on_init = FALSE,   try_silent = FALSE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Select, rename and convert variables — update-variables","text":"id Module's ID title Module's title, TRUE use default title, use NULL title shiny.tag custom one. data data.frame reactive function returning data.frame. height Height table. return_data_on_init Return initial data module called. try_silent logical: report error messages suppressed?","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update-variables.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Select, rename and convert variables — update-variables","text":"shiny::reactive() function returning updated data.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":null,"dir":"Reference","previous_headings":"","what":"Modified from the datamods pacakge — update_variables_datagrid","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"Modified datamods pacakge","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"update_variables_datagrid(   data,   height = NULL,   selectionId = NULL,   buttonId = NULL )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"data data height height selectionId selectionId buttonId buttonId","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Modified from the datamods pacakge — update_variables_datagrid","text":"","code":"mtcars |>   summary_vars() |>   update_variables_datagrid() #> Error in update_variables_datagrid(summary_vars(mtcars)): could not find function \"update_variables_datagrid\""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":null,"dir":"Reference","previous_headings":"","what":"A selectizeInput customized for named vectors — vectorSelectInput","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput customized named vectors","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"vectorSelectInput(   inputId,   label,   choices,   selected = \"\",   ...,   placeholder = \"\",   onInitialize )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"inputId passed selectizeInput label passed selectizeInput choices named vector fields populated selected default selection ... passed selectizeInput placeholder passed selectizeInput options onInitialize passed selectizeInput options","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"selectizeInput dropdown element","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"A selectizeInput customized for named vectors — vectorSelectInput","text":"","code":"if (shiny::interactive()) { shinyApp(   ui = fluidPage(     shiny::uiOutput(\"select\"),     tableOutput(\"data\")   ),   server = function(input, output) {     output$select <- shiny::renderUI({       vectorSelectInput(         inputId = \"variable\", label = \"Variable:\",         data = c(           \"Cylinders\" = \"cyl\",           \"Transmission\" = \"am\",           \"Gears\" = \"gear\"         )       )     })      output$data <- renderTable(       {         mtcars[, c(\"mpg\", input$variable), drop = FALSE]       },       rownames = TRUE     )   } ) } #> Error: 'interactive' is not an exported object from 'namespace:shiny'"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":null,"dir":"Reference","previous_headings":"","what":"Vertical stacked bar plot wrapper — vertical_stacked_bars","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"Vertical stacked bar plot wrapper","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"","code":"vertical_stacked_bars(   data,   score = \"full_score\",   group = \"pase_0_q\",   strata = NULL,   t.size = 10,   l.color = \"black\",   l.size = 0.5,   draw.lines = TRUE )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"data data.frame score outcome variable group grouping variable strata stratifying variable t.size text size","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Vertical stacked bar plot wrapper — vertical_stacked_bars","text":"ggplot2 object","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":null,"dir":"Reference","previous_headings":"","what":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"function requires assumes systematic naming variables. now supports one level pivoting. Adding levels require added \"ignore\" string pattern similarly. Example 2.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"wide2long(   data,   pattern,   type = c(\"prefix\", \"infix\", \"suffix\"),   id.col = 1,   instance.name = \"instance\" )"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data data pattern pattern(s) match. Character vector length 1 . type type match. can one \"prefix\",\"infix\" \"suffix\". id.col ID column. fill ID . Column name numeric index. Default \"1\", first column. instance.name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"data.frame","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wide2long.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Alternative pivoting method for easily pivoting based on name pattern — wide2long","text":"","code":"data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_1\", \"height_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight height #> 1   1  71        0     95     NA #> 2   1  NA        1     98    179 #> 3   2  72        0     77     NA #> 4   2  NA        1     98    182 #> 5   3  70        0     85     NA #> 6   3  NA        1     74    197 #> 7   4  71        0     83     NA #> 8   4  NA        1     82    199 #> 9   5  72        0     90     NA #> 10  5  NA        1     88    179 #> 11  6  75        0     94     NA #> 12  6  NA        1     94    175 #> 13  7  74        0     75     NA #> 14  7  NA        1    100    179 #> 15  8  71        0     91     NA #> 16  8  NA        1     83    195 #> 17  9  78        0     77     NA #> 18  9  NA        1     96    176 #> 19 10  79        0     90     NA #> 20 10  NA        1     92    187 #> 21 11  78        0     93     NA #> 22 11  NA        1     96    188 #> 23 12  71        0     72     NA #> 24 12  NA        1     73    193 #> 25 13  71        0     77     NA #> 26 13  NA        1     89    187 #> 27 14  76        0     74     NA #> 28 14  NA        1    100    192 #> 29 15  73        0     83     NA #> 30 15  NA        1     96    190 #> 31 16  75        0     96     NA #> 32 16  NA        1     82    183 #> 33 17  71        0     82     NA #> 34 17  NA        1     72    192 #> 35 18  76        0     88     NA #> 36 18  NA        1     77    195 #> 37 19  78        0     72     NA #> 38 19  NA        1     93    184 #> 39 20  75        0     97     NA #> 40 20  NA        1     98    198 data.frame(   1:20, sample(70:80, 20, TRUE),   sample(70:100, 20, TRUE),   sample(70:100, 20, TRUE),   sample(170:200, 20, TRUE) ) |>   setNames(c(\"id\", \"age\", \"weight_0\", \"weight_a_1\", \"height_b_1\")) |>   wide2long(pattern = c(\"_0\", \"_1\"), type = \"suffix\") #>    id age instance weight weight_a height_b #> 1   1  79        0     75       NA       NA #> 2   1  NA        1     NA       71      171 #> 3   2  74        0     93       NA       NA #> 4   2  NA        1     NA       97      199 #> 5   3  75        0     95       NA       NA #> 6   3  NA        1     NA       81      192 #> 7   4  70        0     97       NA       NA #> 8   4  NA        1     NA       75      195 #> 9   5  70        0     77       NA       NA #> 10  5  NA        1     NA       83      191 #> 11  6  75        0     90       NA       NA #> 12  6  NA        1     NA       95      178 #> 13  7  75        0     76       NA       NA #> 14  7  NA        1     NA       78      200 #> 15  8  79        0     72       NA       NA #> 16  8  NA        1     NA       76      185 #> 17  9  75        0     79       NA       NA #> 18  9  NA        1     NA       88      195 #> 19 10  78        0     70       NA       NA #> 20 10  NA        1     NA       74      199 #> 21 11  70        0     99       NA       NA #> 22 11  NA        1     NA       86      176 #> 23 12  77        0     74       NA       NA #> 24 12  NA        1     NA       78      174 #> 25 13  75        0     74       NA       NA #> 26 13  NA        1     NA       91      192 #> 27 14  70        0     73       NA       NA #> 28 14  NA        1     NA       81      176 #> 29 15  79        0     80       NA       NA #> 30 15  NA        1     NA       91      176 #> 31 16  72        0     78       NA       NA #> 32 16  NA        1     NA       94      181 #> 33 17  77        0     71       NA       NA #> 34 17  NA        1     NA       82      181 #> 35 18  80        0     97       NA       NA #> 36 18  NA        1     NA       81      200 #> 37 19  80        0     79       NA       NA #> 38 19  NA        1     NA       72      195 #> 39 20  74        0     71       NA       NA #> 40 20  NA        1     NA       77      171 # Optional filling of missing values by last observation carried forward # Needed for mmrm analyses long_missings |>   # Fills record ID assuming none are missing   tidyr::fill(record_id) |>   # Grouping by ID for the last step   dplyr::group_by(record_id) |>   # Filling missing data by ID   tidyr::fill(names(long_missings)[!names(long_missings) %in% new_names]) |>   # Remove grouping   dplyr::ungroup() #> Error: object 'long_missings' not found"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapping — wrap_plot_list","title":"Wrapping — wrap_plot_list","text":"Wrapping","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapping — wrap_plot_list","text":"","code":"wrap_plot_list(data, tag_levels = NULL)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapping — wrap_plot_list","text":"data list ggplot2 objects tag_levels passed patchwork::plot_annotation given. Default NULL","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapping — wrap_plot_list","text":"list ggplot2 objects","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":null,"dir":"Reference","previous_headings":"","what":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"Wrapper save data RDS, load specified qmd render","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"","code":"write_quarto(data, ...)"},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"data list pass qmd ... Passed quarto::quarto_render()","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/reference/write_quarto.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Wrapper to save data in RDS, load into specified qmd and render — write_quarto","text":"output file name","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2543","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.3","title":"FreesearchR 25.4.3","text":"NEW: Added variables type filter easily exclude unwanted types. also includes data type rather data class summary table. evaluate. Types simpler, practical version R data class easy interpretation.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2542","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.2","title":"FreesearchR 25.4.2","text":"Polished simplified data import module including much improved REDCap import module. CHANGE default_parsing() now ensure unique variable names. NEW Working code output major modules including import, modifications, filter, evaluation, plotting regression. nicely formatted! NEW basics “Getting started”-vignette done, can expanded later.","code":""},{"path":"https://agdamsbo.github.io/FreesearchR/news/index.html","id":"freesearchr-2541","dir":"Changelog","previous_headings":"","what":"FreesearchR 25.4.1","title":"FreesearchR 25.4.1","text":"Focus polish improved ui/ux. Updating project name FreesearchR, renamed repository. Graphics coming. may introduce breaking chances others calling installing package. additional future changes planned. complete transition planned attending presenting poster European Stroke Organisation Conference 2025 May. Testing file upload conducted improved. Working improving code export. difficult get perfect. Initial focus extracting enough able learn . Regression calculations, plots, checks improved moved standalone module. Data overview/modifications simplified slightly.","code":""}]
diff --git a/sitemap.xml b/sitemap.xml
index 2be453bc..874287a8 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -5,6 +5,7 @@
 <url><loc>https://agdamsbo.github.io/FreesearchR/QA.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/ROADMAP.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.html</loc></url>
+<url><loc>https://agdamsbo.github.io/FreesearchR/articles/data-types.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/articles/index.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/authors.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/index.html</loc></url>
@@ -61,6 +62,7 @@
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_any_class.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_datetime.html</loc></url>
+<url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.html</loc></url>
 <url><loc>https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.html</loc></url>