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<main id="main" class="col-md-9"><div class="page-header">
<img src="" class="logo" alt=""><h1>Counts by Category</h1>
<small class="dont-index">Source: <a href="https://github.com/spsanderson/healthyR/blob/HEAD/R/data_tbl_functions.R" class="external-link"><code>R/data_tbl_functions.R</code></a></small>
<div class="d-none name"><code>category_counts_tbl.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Get the counts of a column by a particular grouping if supplied, otherwise just
get counts of a column.</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">category_counts_tbl</span><span class="op">(</span><span class="va">.data</span>, <span class="va">.count_col</span>, .arrange_value <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</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>.data</dt>
<dd><p>The data.frame/tibble supplied.</p></dd>
<dt>.count_col</dt>
<dd><p>The column that has the values you want to count.</p></dd>
<dt>.arrange_value</dt>
<dd><p>Defaults to true, this will arrange the resulting tibble
in descending order by .count_col</p></dd>
<dt>...</dt>
<dd><p>Place the values you want to pass in for grouping here.</p></dd>
</dl></div>
<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<ul><li><p>Requires a data.frame/tibble.</p></li>
<li><p>Requires a value column, a column that is going to counted.</p></li>
</ul></div>
<div class="section level2">
<h2 id="author">Author<a class="anchor" aria-label="anchor" href="#author"></a></h2>
<p>Steven P. Sanderson II, MPH</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="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="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/spsanderson/healthyR.data" class="external-link">healthyR.data</a></span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> == Welcome to healthyR.data ===========================================================================</span>
<span class="r-msg co"><span class="r-pr">#></span> If you find this package useful, please leave a star: </span>
<span class="r-msg co"><span class="r-pr">#></span> https://github.com/spsanderson/healthyR.data'</span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> If you encounter a bug or want to request an enhancement please file an issue at:</span>
<span class="r-msg co"><span class="r-pr">#></span> https://github.com/spsanderson/healthyR.data/issues</span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> Thank you for using healthyR.data</span>
<span class="r-in"><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://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> Attaching package: 'dplyr'</span>
<span class="r-msg co"><span class="r-pr">#></span> The following objects are masked from 'package:stats':</span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> filter, lag</span>
<span class="r-msg co"><span class="r-pr">#></span> The following objects are masked from 'package:base':</span>
<span class="r-msg co"><span class="r-pr">#></span> </span>
<span class="r-msg co"><span class="r-pr">#></span> intersect, setdiff, setequal, union</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">healthyR_data</span> <span class="op"><a href="pipe.html">%>%</a></span></span></span>
<span class="r-in"><span> <span class="fu">category_counts_tbl</span><span class="op">(</span></span></span>
<span class="r-in"><span> .count_col <span class="op">=</span> <span class="va">payer_grouping</span></span></span>
<span class="r-in"><span> , .arrange <span class="op">=</span> <span class="cn">TRUE</span></span></span>
<span class="r-in"><span> , <span class="va">ip_op_flag</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 25 × 3</span></span>
<span class="r-out co"><span class="r-pr">#></span> ip_op_flag payer_grouping n</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><int></span></span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> I Medicare A <span style="text-decoration: underline;">52</span>621</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> O Medicare B <span style="text-decoration: underline;">22</span>270</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> I Medicaid HMO <span style="text-decoration: underline;">15</span>466</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> I Medicare HMO <span style="text-decoration: underline;">13</span>572</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> O Blue Cross <span style="text-decoration: underline;">13</span>560</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> I Blue Cross <span style="text-decoration: underline;">10</span>797</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> O Medicaid HMO <span style="text-decoration: underline;">10</span>018</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> O HMO <span style="text-decoration: underline;">9</span>331</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> I HMO <span style="text-decoration: underline;">8</span>113</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> I Medicaid <span style="text-decoration: underline;">7</span>131</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 15 more rows</span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">healthyR_data</span> <span class="op"><a href="pipe.html">%>%</a></span></span></span>
<span class="r-in"><span> <span class="fu">category_counts_tbl</span><span class="op">(</span></span></span>
<span class="r-in"><span> .count_col <span class="op">=</span> <span class="va">ip_op_flag</span></span></span>
<span class="r-in"><span> , .arrange_value <span class="op">=</span> <span class="cn">TRUE</span></span></span>
<span class="r-in"><span> , <span class="va">service_line</span></span></span>
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># A tibble: 30 × 3</span></span>
<span class="r-out co"><span class="r-pr">#></span> service_line ip_op_flag n</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><chr></span> <span style="color: #949494; font-style: italic;"><int></span></span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 1</span> Medical I <span style="text-decoration: underline;">64</span>435</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 2</span> General Outpatient O <span style="text-decoration: underline;">50</span>526</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 3</span> Surgical I <span style="text-decoration: underline;">14</span>916</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 4</span> Colonoscopy/Endoscopy O <span style="text-decoration: underline;">11</span>486</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 5</span> Cataract Removal O <span style="text-decoration: underline;">4</span>930</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 6</span> COPD I <span style="text-decoration: underline;">4</span>398</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 7</span> CHF I <span style="text-decoration: underline;">3</span>871</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 8</span> Pneumonia I <span style="text-decoration: underline;">3</span>323</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;"> 9</span> Cellulitis I <span style="text-decoration: underline;">3</span>311</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #BCBCBC;">10</span> Major Depression/Bipolar Affective Disorders I <span style="text-decoration: underline;">2</span>866</span>
<span class="r-out co"><span class="r-pr">#></span> <span style="color: #949494;"># ℹ 20 more rows</span></span>
<span class="r-in"><span></span></span>
</code></pre></div>
</div>
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