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@ -142,190 +142,24 @@ Please, do always inspect the data dictionary before upload.</p>
<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">data</span> <span class="op">&lt;-</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="va"><a href="redcapcast_data.html">redcapcast_data</a></span></span></span>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span> <span class="co"># \dontrun{</span></span></span>
<span class="r-in"><span><span class="va">data</span> <span class="op">&lt;-</span> <span class="fu">REDCapCAST</span><span class="fu">::</span><span class="va"><a href="redcapcast_data.html">redcapcast_data</a></span></span></span>
<span class="r-in"><span><span class="va">data</span> <span class="op">|&gt;</span> <span class="fu">ds2dd_detailed</span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> $data</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 25 × 27</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id redcap_event_name redcap_repeat_instrument redcap_repeat_instance</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 1 inclusion <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2 inclusion <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2 follow1 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2 follow1 New Event (?) 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 3 inclusion <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 3 follow1 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 3 follow2 <span style="color: #BB0000;">NA</span> <span style="color: #BB0000;">NA</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 3 follow1 New Event (?) 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 3 follow1 New Event (?) 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 3 follow2 New Event (?) 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 15 more rows</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 23 more variables: cpr &lt;chr&gt;, inclusion &lt;date&gt;, inclusion_time &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># dob &lt;date&gt;, age &lt;dbl&gt;, age_integer &lt;dbl&gt;, sex &lt;chr&gt;, cohabitation &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># hypertension &lt;chr&gt;, diabetes &lt;chr&gt;, region &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># baseline_data_start_complete &lt;chr&gt;, mrs_assessed &lt;chr&gt;, mrs_date &lt;date&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># mrs_score &lt;dbl&gt;, mrs_complete &lt;chr&gt;, con_mrs &lt;fct&gt;, con_calc &lt;fct&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># consensus_complete &lt;chr&gt;, event_datetime &lt;dttm&gt;, event_age &lt;dbl&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> $meta</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 27 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> field_name form_name section_header field_type field_label </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;lgl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> record_id data <span style="color: #BB0000;">NA</span> text record_id </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> redcap_event_name data <span style="color: #BB0000;">NA</span> text redcap_event_na…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> redcap_repeat_instrument data <span style="color: #BB0000;">NA</span> text redcap_repeat_i…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> redcap_repeat_instance data <span style="color: #BB0000;">NA</span> text redcap_repeat_i…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> cpr data <span style="color: #BB0000;">NA</span> text cpr </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> inclusion data <span style="color: #BB0000;">NA</span> text inclusion </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> inclusion_time data <span style="color: #BB0000;">NA</span> text inclusion_time </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> dob data <span style="color: #BB0000;">NA</span> text dob </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> age data <span style="color: #BB0000;">NA</span> text age </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> age_integer data <span style="color: #BB0000;">NA</span> text age_integer </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 17 more rows</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 13 more variables: select_choices_or_calculations &lt;chr&gt;, field_note &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_type_or_show_slider_number &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_min &lt;lgl&gt;, text_validation_max &lt;lgl&gt;, identifier &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># branching_logic &lt;lgl&gt;, required_field &lt;lgl&gt;, custom_alignment &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># question_number &lt;lgl&gt;, matrix_group_name &lt;lgl&gt;, matrix_ranking &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># field_annotation &lt;lgl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-in"><span><span class="va">iris</span> <span class="op">|&gt;</span> <span class="fu">ds2dd_detailed</span><span class="op">(</span>add.auto.id <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> A default id column has been added</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> $data</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 150 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id sepal.length sepal.width petal.length petal.width species</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;fct&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 1 5.1 3.5 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2 4.9 3 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 3 4.7 3.2 1.3 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 4 4.6 3.1 1.5 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 5 5 3.6 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 6 5.4 3.9 1.7 0.4 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 7 4.6 3.4 1.4 0.3 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 8 5 3.4 1.5 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 9 4.4 2.9 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 10 4.9 3.1 1.5 0.1 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 140 more rows</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> $meta</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 6 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> field_name form_name section_header field_type field_label </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;lgl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> record_id data <span style="color: #BB0000;">NA</span> text record_id </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> sepal.length data <span style="color: #BB0000;">NA</span> text sepal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> sepal.width data <span style="color: #BB0000;">NA</span> text sepal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> petal.length data <span style="color: #BB0000;">NA</span> text petal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> petal.width data <span style="color: #BB0000;">NA</span> text petal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">6</span> species data <span style="color: #BB0000;">NA</span> radio species </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 13 more variables: select_choices_or_calculations &lt;chr&gt;, field_note &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_type_or_show_slider_number &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_min &lt;lgl&gt;, text_validation_max &lt;lgl&gt;, identifier &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># branching_logic &lt;lgl&gt;, required_field &lt;lgl&gt;, custom_alignment &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># question_number &lt;lgl&gt;, matrix_group_name &lt;lgl&gt;, matrix_ranking &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># field_annotation &lt;lgl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-in"><span><span class="va">iris</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">ds2dd_detailed</span><span class="op">(</span></span></span>
<span class="r-in"><span> add.auto.id <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
<span class="r-in"><span> form.name <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></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">"b"</span>, <span class="st">"c"</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">6</span>, replace <span class="op">=</span> <span class="cn">TRUE</span>, prob <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/rep.html" class="external-link">rep</a></span><span class="op">(</span><span class="fl">.5</span>, <span class="fl">2</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">purrr</span><span class="fu">::</span><span class="fu"><a href="https://purrr.tidyverse.org/reference/pluck.html" class="external-link">pluck</a></span><span class="op">(</span><span class="st">"meta"</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> A default id column has been added</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 6 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> field_name form_name section_header field_type field_label </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;lgl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> record_id c <span style="color: #BB0000;">NA</span> text record_id </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> sepal.length b <span style="color: #BB0000;">NA</span> text sepal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> sepal.width b <span style="color: #BB0000;">NA</span> text sepal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> petal.length b <span style="color: #BB0000;">NA</span> text petal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> petal.width c <span style="color: #BB0000;">NA</span> text petal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">6</span> species c <span style="color: #BB0000;">NA</span> radio species </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 13 more variables: select_choices_or_calculations &lt;chr&gt;, field_note &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_type_or_show_slider_number &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_min &lt;lgl&gt;, text_validation_max &lt;lgl&gt;, identifier &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># branching_logic &lt;lgl&gt;, required_field &lt;lgl&gt;, custom_alignment &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># question_number &lt;lgl&gt;, matrix_group_name &lt;lgl&gt;, matrix_ranking &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># field_annotation &lt;lgl&gt;</span></span>
<span class="r-in"><span><span class="va">mtcars</span> <span class="op">|&gt;</span> <span class="fu">ds2dd_detailed</span><span class="op">(</span>add.auto.id <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> A default id column has been added</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> $data</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 32 × 12</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id mpg cyl disp hp drat wt qsec vs am gear carb</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&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;dbl&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;dbl&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;dbl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 1 21 6 160 110 3.9 2.62 16.5 0 1 4 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2 21 6 160 110 3.9 2.88 17.0 0 1 4 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 3 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 4 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 5 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 6 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 7 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 8 24.4 4 147. 62 3.69 3.19 20 1 0 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 9 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 10 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 22 more rows</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> $meta</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 12 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> field_name form_name section_header field_type field_label</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;lgl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> record_id data <span style="color: #BB0000;">NA</span> text record_id </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> mpg data <span style="color: #BB0000;">NA</span> text mpg </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> cyl data <span style="color: #BB0000;">NA</span> text cyl </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> disp data <span style="color: #BB0000;">NA</span> text disp </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> hp data <span style="color: #BB0000;">NA</span> text hp </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> drat data <span style="color: #BB0000;">NA</span> text drat </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> wt data <span style="color: #BB0000;">NA</span> text wt </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> qsec data <span style="color: #BB0000;">NA</span> text qsec </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> vs data <span style="color: #BB0000;">NA</span> text vs </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> am data <span style="color: #BB0000;">NA</span> text am </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">11</span> gear data <span style="color: #BB0000;">NA</span> text gear </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">12</span> carb data <span style="color: #BB0000;">NA</span> text carb </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 13 more variables: select_choices_or_calculations &lt;lgl&gt;, field_note &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_type_or_show_slider_number &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_min &lt;lgl&gt;, text_validation_max &lt;lgl&gt;, identifier &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># branching_logic &lt;lgl&gt;, required_field &lt;lgl&gt;, custom_alignment &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># question_number &lt;lgl&gt;, matrix_group_name &lt;lgl&gt;, matrix_ranking &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># field_annotation &lt;lgl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-in"><span><span class="va">data</span> <span class="op">&lt;-</span> <span class="va">iris</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">ds2dd_detailed</span><span class="op">(</span>add.auto.id <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span> <span class="op">|&gt;</span></span></span>
<span class="r-in"><span> <span class="fu">purrr</span><span class="fu">::</span><span class="fu"><a href="https://purrr.tidyverse.org/reference/pluck.html" class="external-link">pluck</a></span><span class="op">(</span><span class="st">"data"</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> A default id column has been added</span>
<span class="r-in"><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">data</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu">glue</span><span class="fu">::</span><span class="fu"><a href="https://glue.tidyverse.org/reference/glue.html" class="external-link">glue</a></span><span class="op">(</span><span class="st">"{sample(x = c('a','b'),size = length(names(data)),</span></span></span>
<span class="r-in"><span><span class="st">replace=TRUE,prob = rep(x=.5,2))}__{names(data)}"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">data</span> <span class="op">|&gt;</span> <span class="fu">ds2dd_detailed</span><span class="op">(</span>form.sep <span class="op">=</span> <span class="st">"__"</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> $data</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 150 × 6</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> record_id sepal.length sepal.width petal.length petal.width species</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&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;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;fct&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 1 5.1 3.5 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2 4.9 3 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 3 4.7 3.2 1.3 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 4 4.6 3.1 1.5 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 5 5 3.6 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 6 5.4 3.9 1.7 0.4 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 7 4.6 3.4 1.4 0.3 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 8 5 3.4 1.5 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 9 4.4 2.9 1.4 0.2 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 10 4.9 3.1 1.5 0.1 setosa </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 140 more rows</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> $meta</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 6 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> field_name form_name section_header field_type field_label </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;lgl&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>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> record_id b <span style="color: #BB0000;">NA</span> text record_id </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> sepal.length b <span style="color: #BB0000;">NA</span> text sepal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> sepal.width b <span style="color: #BB0000;">NA</span> text sepal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> petal.length b <span style="color: #BB0000;">NA</span> text petal.length</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> petal.width b <span style="color: #BB0000;">NA</span> text petal.width </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">6</span> species b <span style="color: #BB0000;">NA</span> radio species </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># 13 more variables: select_choices_or_calculations &lt;chr&gt;, field_note &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_type_or_show_slider_number &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># text_validation_min &lt;lgl&gt;, text_validation_max &lt;lgl&gt;, identifier &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># branching_logic &lt;lgl&gt;, required_field &lt;lgl&gt;, custom_alignment &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># question_number &lt;lgl&gt;, matrix_group_name &lt;lgl&gt;, matrix_ranking &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># field_annotation &lt;lgl&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> </span>
<span class="r-in"><span><span class="op">}</span> <span class="co"># }</span></span></span>
</code></pre></div>
</div>
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