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</button>
<span class="navbar-brand">
<a class="navbar-link" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9071</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9071</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -44,7 +44,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>
@ -191,7 +191,7 @@
<h1 data-toc-skip>How to conduct AMR data analysis</h1>
<h4 data-toc-skip class="author">Dr. Matthijs Berends</h4>
<h4 data-toc-skip class="date">12 December 2021</h4>
<h4 data-toc-skip class="date">23 December 2021</h4>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/AMR.Rmd" class="external-link"><code>vignettes/AMR.Rmd</code></a></small>
<div class="hidden name"><code>AMR.Rmd</code></div>
@ -200,7 +200,7 @@
<p><strong>Note:</strong> values on this page will change with every website update since they are based on randomly created values and the page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R Markdown</a>. However, the methodology remains unchanged. This page was generated on 12 December 2021.</p>
<p><strong>Note:</strong> values on this page will change with every website update since they are based on randomly created values and the page was written in <a href="https://rmarkdown.rstudio.com/" class="external-link">R Markdown</a>. However, the methodology remains unchanged. This page was generated on 23 December 2021.</p>
<div class="section level1">
<h1 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
</h1>
@ -231,21 +231,21 @@
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2021-12-12</td>
<td align="center">2021-12-23</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
</tr>
<tr class="even">
<td align="center">2021-12-12</td>
<td align="center">2021-12-23</td>
<td align="center">abcd</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
</tr>
<tr class="odd">
<td align="center">2021-12-12</td>
<td align="center">2021-12-23</td>
<td align="center">efgh</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
@ -342,71 +342,71 @@
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2014-11-21</td>
<td align="center">L5</td>
<td align="center">Hospital C</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2015-03-18</td>
<td align="center">G9</td>
<td align="center">Hospital D</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2011-10-31</td>
<td align="center">Z3</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2017-05-24</td>
<td align="center">A3</td>
<td align="center">Hospital A</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2013-01-31</td>
<td align="center">Y10</td>
<td align="center">Hospital C</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2013-04-13</td>
<td align="center">L6</td>
<td align="center">2010-03-07</td>
<td align="center">U8</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2015-08-15</td>
<td align="center">A4</td>
<td align="center">Hospital C</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2012-02-22</td>
<td align="center">T7</td>
<td align="center">Hospital A</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2017-04-28</td>
<td align="center">J10</td>
<td align="center">Hospital A</td>
<td align="center">Klebsiella pneumoniae</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2013-05-14</td>
<td align="center">X5</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2011-09-09</td>
<td align="center">Z1</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
</tbody>
</table>
<p>Now, let’s start the cleaning and the analysis!</p>
@ -439,16 +439,16 @@ Longest: 1</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">M</td>
<td align="right">10,451</td>
<td align="right">52.26%</td>
<td align="right">10,451</td>
<td align="right">52.26%</td>
<td align="right">10,513</td>
<td align="right">52.56%</td>
<td align="right">10,513</td>
<td align="right">52.56%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">F</td>
<td align="right">9,549</td>
<td align="right">47.75%</td>
<td align="right">9,487</td>
<td align="right">47.44%</td>
<td align="right">20,000</td>
<td align="right">100.00%</td>
</tr>
@ -502,7 +502,7 @@ Longest: 1</p>
<span class="co"># ℹ Using column 'patient_id' as input for `col_patient_id`.</span>
<span class="co"># Basing inclusion on all antimicrobial results, using a points threshold of</span>
<span class="co"># 2</span>
<span class="co"># =&gt; Found 10,684 'phenotype-based' first isolates (53.4% of total where a</span>
<span class="co"># =&gt; Found 10,677 'phenotype-based' first isolates (53.4% of total where a</span>
<span class="co"># microbial ID was available)</span></code></pre></div>
<p>So only 53.4% is suitable for resistance analysis! We can now filter on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the <code>dplyr</code> package:</p>
<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
@ -512,10 +512,10 @@ Longest: 1</p>
<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">data_1st</span> <span class="op">&lt;-</span> <span class="va">data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></code></pre></div>
<p>So we end up with 10,684 isolates for analysis. Now our data looks like:</p>
<p>So we end up with 10,677 isolates for analysis. Now our data looks like:</p>
<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">data_1st</span><span class="op">)</span></code></pre></div>
<table style="width:100%;" class="table">
<table class="table">
<colgroup>
<col width="2%">
<col width="9%">
@ -528,7 +528,7 @@ Longest: 1</p>
<col width="3%">
<col width="6%">
<col width="11%">
<col width="12%">
<col width="10%">
<col width="9%">
<col width="5%">
</colgroup>
@ -550,46 +550,14 @@ Longest: 1</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">2</td>
<td align="center">2015-03-18</td>
<td align="center">G9</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="center">2017-05-24</td>
<td align="center">A3</td>
<td align="center">Hospital A</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="center">2013-01-31</td>
<td align="center">Y10</td>
<td align="center">Hospital C</td>
<td align="left">1</td>
<td align="center">2010-03-07</td>
<td align="center">U8</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
@ -598,29 +566,13 @@ Longest: 1</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">10</td>
<td align="center">2014-07-29</td>
<td align="center">G3</td>
<td align="center">Hospital D</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">11</td>
<td align="center">2010-12-28</td>
<td align="center">G5</td>
<td align="center">Hospital B</td>
<td align="left">2</td>
<td align="center">2015-08-15</td>
<td align="center">A4</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
@ -629,20 +581,68 @@ Longest: 1</p>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">14</td>
<td align="center">2015-01-05</td>
<td align="center">A8</td>
<tr class="odd">
<td align="left">4</td>
<td align="center">2017-04-28</td>
<td align="center">J10</td>
<td align="center">Hospital A</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">6</td>
<td align="center">2011-09-09</td>
<td align="center">Z1</td>
<td align="center">Hospital A</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">7</td>
<td align="center">2017-04-11</td>
<td align="center">I3</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">10</td>
<td align="center">2011-06-22</td>
<td align="center">D10</td>
<td align="center">Hospital B</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
</tbody>
@ -666,8 +666,8 @@ Longest: 1</p>
<code class="sourceCode R"><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">genus</span>, <span class="va">species</span><span class="op">)</span></code></pre></div>
<p><strong>Frequency table</strong></p>
<p>Class: character<br>
Length: 10,684<br>
Available: 10,684 (100.0%, NA: 0 = 0.0%)<br>
Length: 10,677<br>
Available: 10,677 (100.0%, NA: 0 = 0.0%)<br>
Unique: 4</p>
<p>Shortest: 16<br>
Longest: 24</p>
@ -684,33 +684,33 @@ Longest: 24</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Escherichia coli</td>
<td align="right">4,660</td>
<td align="right">43.62%</td>
<td align="right">4,660</td>
<td align="right">43.62%</td>
<td align="right">4,609</td>
<td align="right">43.17%</td>
<td align="right">4,609</td>
<td align="right">43.17%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Staphylococcus aureus</td>
<td align="right">2,727</td>
<td align="right">25.52%</td>
<td align="right">7,387</td>
<td align="right">2,773</td>
<td align="right">25.97%</td>
<td align="right">7,382</td>
<td align="right">69.14%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Streptococcus pneumoniae</td>
<td align="right">2,106</td>
<td align="right">19.71%</td>
<td align="right">9,493</td>
<td align="right">88.85%</td>
<td align="right">2,087</td>
<td align="right">19.55%</td>
<td align="right">9,469</td>
<td align="right">88.69%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Klebsiella pneumoniae</td>
<td align="right">1,191</td>
<td align="right">11.15%</td>
<td align="right">10,684</td>
<td align="right">1,208</td>
<td align="right">11.31%</td>
<td align="right">10,677</td>
<td align="right">100.00%</td>
</tr>
</tbody>
@ -757,53 +757,23 @@ Longest: 24</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2017-05-24</td>
<td align="center">A3</td>
<td align="center">Hospital A</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">2017-04-11</td>
<td align="center">I3</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2014-07-29</td>
<td align="center">G3</td>
<td align="center">Hospital D</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2014-10-24</td>
<td align="center">S9</td>
<td align="center">Hospital A</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2012-08-31</td>
<td align="center">A1</td>
<td align="center">2013-07-04</td>
<td align="center">C4</td>
<td align="center">Hospital B</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
@ -817,27 +787,12 @@ Longest: 24</p>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2016-04-25</td>
<td align="center">Z10</td>
<td align="center">Hospital C</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2011-04-30</td>
<td align="center">J10</td>
<td align="center">Hospital D</td>
<td align="center">2010-11-18</td>
<td align="center">F8</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
@ -846,6 +801,51 @@ Longest: 24</p>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2017-06-06</td>
<td align="center">H4</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2014-02-16</td>
<td align="center">V2</td>
<td align="center">Hospital C</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2013-02-16</td>
<td align="center">M1</td>
<td align="center">Hospital D</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
</tbody>
</table>
<p>If you want to get a quick glance of the number of isolates in different bug/drug combinations, you can use the <code><a href="../reference/bug_drug_combinations.html">bug_drug_combinations()</a></code> function:</p>
@ -867,50 +867,50 @@ Longest: 24</p>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">AMX</td>
<td align="center">2148</td>
<td align="center">144</td>
<td align="center">2368</td>
<td align="center">4660</td>
<td align="center">2190</td>
<td align="center">112</td>
<td align="center">2307</td>
<td align="center">4609</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">AMC</td>
<td align="center">3418</td>
<td align="center">162</td>
<td align="center">3359</td>
<td align="center">170</td>
<td align="center">1080</td>
<td align="center">4660</td>
<td align="center">4609</td>
</tr>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">CIP</td>
<td align="center">3376</td>
<td align="center">3366</td>
<td align="center">0</td>
<td align="center">1284</td>
<td align="center">4660</td>
<td align="center">1243</td>
<td align="center">4609</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">4068</td>
<td align="center">4002</td>
<td align="center">0</td>
<td align="center">592</td>
<td align="center">4660</td>
<td align="center">607</td>
<td align="center">4609</td>
</tr>
<tr class="odd">
<td align="center">K. pneumoniae</td>
<td align="center">AMX</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1191</td>
<td align="center">1191</td>
<td align="center">1208</td>
<td align="center">1208</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">AMC</td>
<td align="center">947</td>
<td align="center">46</td>
<td align="center">198</td>
<td align="center">1191</td>
<td align="center">951</td>
<td align="center">35</td>
<td align="center">222</td>
<td align="center">1208</td>
</tr>
</tbody>
</table>
@ -933,34 +933,34 @@ Longest: 24</p>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">4068</td>
<td align="center">4002</td>
<td align="center">0</td>
<td align="center">592</td>
<td align="center">4660</td>
<td align="center">607</td>
<td align="center">4609</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">1062</td>
<td align="center">1063</td>
<td align="center">0</td>
<td align="center">129</td>
<td align="center">1191</td>
<td align="center">145</td>
<td align="center">1208</td>
</tr>
<tr class="odd">
<td align="center">S. aureus</td>
<td align="center">GEN</td>
<td align="center">2401</td>
<td align="center">2446</td>
<td align="center">0</td>
<td align="center">326</td>
<td align="center">2727</td>
<td align="center">327</td>
<td align="center">2773</td>
</tr>
<tr class="even">
<td align="center">S. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">2106</td>
<td align="center">2106</td>
<td align="center">2087</td>
<td align="center">2087</td>
</tr>
</tbody>
</table>
@ -974,7 +974,7 @@ Longest: 24</p>
<p>As per the EUCAST guideline of 2019, we calculate resistance as the proportion of R (<code><a href="../reference/proportion.html">proportion_R()</a></code>, equal to <code><a href="../reference/proportion.html">resistance()</a></code>) and susceptibility as the proportion of S and I (<code><a href="../reference/proportion.html">proportion_SI()</a></code>, equal to <code><a href="../reference/proportion.html">susceptibility()</a></code>). These functions can be used on their own:</p>
<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="../reference/proportion.html">resistance</a></span><span class="op">(</span><span class="va">AMX</span><span class="op">)</span>
<span class="co"># [1] 0.5497005</span></code></pre></div>
<span class="co"># [1] 0.544254</span></code></pre></div>
<p>Or can be used in conjunction with <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by()</a></code> and <code><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise()</a></code>, both from the <code>dplyr</code> package:</p>
<div class="sourceCode" id="cb27"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
@ -988,19 +988,19 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5528455</td>
<td align="center">0.5349716</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5463890</td>
<td align="center">0.5482514</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5533333</td>
<td align="center">0.5800508</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5482679</td>
<td align="center">0.5244591</td>
</tr>
</tbody>
</table>
@ -1019,23 +1019,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5528455</td>
<td align="center">3075</td>
<td align="center">0.5349716</td>
<td align="center">3174</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5463890</td>
<td align="center">3794</td>
<td align="center">0.5482514</td>
<td align="center">3803</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5533333</td>
<td align="center">1650</td>
<td align="center">0.5800508</td>
<td align="center">1574</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5482679</td>
<td align="center">2165</td>
<td align="center">0.5244591</td>
<td align="center">2126</td>
</tr>
</tbody>
</table>
@ -1056,27 +1056,27 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Escherichia</td>
<td align="center">0.7682403</td>
<td align="center">0.8729614</td>
<td align="center">0.9766094</td>
<td align="center">0.7656759</td>
<td align="center">0.8683011</td>
<td align="center">0.9709264</td>
</tr>
<tr class="even">
<td align="center">Klebsiella</td>
<td align="center">0.8337531</td>
<td align="center">0.8916877</td>
<td align="center">0.9806885</td>
<td align="center">0.8162252</td>
<td align="center">0.8799669</td>
<td align="center">0.9726821</td>
</tr>
<tr class="odd">
<td align="center">Staphylococcus</td>
<td align="center">0.7887789</td>
<td align="center">0.8804547</td>
<td align="center">0.9790979</td>
<td align="center">0.7991345</td>
<td align="center">0.8820772</td>
<td align="center">0.9772809</td>
</tr>
<tr class="even">
<td align="center">Streptococcus</td>
<td align="center">0.5318139</td>
<td align="center">0.5462386</td>
<td align="center">0.0000000</td>
<td align="center">0.5318139</td>
<td align="center">0.5462386</td>
</tr>
</tbody>
</table>
@ -1101,23 +1101,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="left">Hospital A</td>
<td align="right">55.3%</td>
<td align="right">26.3%</td>
<td align="right">53.5%</td>
<td align="right">26.0%</td>
</tr>
<tr class="even">
<td align="left">Hospital B</td>
<td align="right">54.6%</td>
<td align="right">27.2%</td>
<td align="right">54.8%</td>
<td align="right">26.1%</td>
</tr>
<tr class="odd">
<td align="left">Hospital C</td>
<td align="right">55.3%</td>
<td align="right">25.7%</td>
<td align="right">58.0%</td>
<td align="right">28.5%</td>
</tr>
<tr class="even">
<td align="left">Hospital D</td>
<td align="right">54.8%</td>
<td align="right">26.5%</td>
<td align="right">52.4%</td>
<td align="right">25.4%</td>
</tr>
</tbody>
</table>
@ -1201,16 +1201,16 @@ Longest: 24</p>
<code class="sourceCode R"><span class="va">mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_mic</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>
<span class="va">mic_values</span>
<span class="co"># Class &lt;mic&gt;</span>
<span class="co"># [1] 0.0625 0.002 0.002 0.001 4 1 0.0625 32 0.5 0.5 </span>
<span class="co"># [11] 0.25 0.025 0.001 64 0.5 0.5 2 0.005 16 0.5 </span>
<span class="co"># [21] 0.25 64 4 0.002 128 0.01 64 0.25 0.01 0.005 </span>
<span class="co"># [31] 32 32 16 0.25 0.002 1 128 128 0.25 0.001 </span>
<span class="co"># [41] 0.0625 0.125 0.001 128 0.0625 0.001 1 0.25 2 0.001 </span>
<span class="co"># [51] 0.005 4 8 2 0.125 0.0625 16 0.25 64 8 </span>
<span class="co"># [61] 0.005 32 0.0625 0.01 0.002 32 8 64 16 2 </span>
<span class="co"># [71] 1 2 32 2 8 0.001 0.25 8 8 64 </span>
<span class="co"># [81] 128 0.01 0.0625 0.125 0.002 8 0.025 0.0625 0.0625 8 </span>
<span class="co"># [91] 0.005 16 4 8 0.25 0.025 8 0.002 0.25 0.25</span></code></pre></div>
<span class="co"># [1] 0.5 1 0.002 0.125 0.025 2 8 0.125 0.125 4 </span>
<span class="co"># [11] 0.0625 0.001 0.025 0.001 8 64 0.025 32 0.001 64 </span>
<span class="co"># [21] 8 0.001 16 0.5 0.0625 0.002 128 8 0.125 4 </span>
<span class="co"># [31] 0.125 64 32 0.001 0.0625 0.005 2 4 0.125 32 </span>
<span class="co"># [41] 0.125 0.5 0.0625 128 0.125 0.125 0.01 0.25 0.5 0.002 </span>
<span class="co"># [51] 8 8 0.002 0.002 0.25 256 1 8 2 2 </span>
<span class="co"># [61] 0.0625 0.005 0.005 16 0.5 0.025 16 8 8 0.0625</span>
<span class="co"># [71] 0.002 0.125 0.025 0.025 1 32 0.25 16 128 8 </span>
<span class="co"># [81] 0.0625 0.025 64 0.001 0.5 4 8 4 16 32 </span>
<span class="co"># [91] 0.005 8 0.125 256 64 0.001 1 32 0.005 0.025</span></code></pre></div>
<div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="co"># base R:</span>
<span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">mic_values</span><span class="op">)</span></code></pre></div>
@ -1236,13 +1236,13 @@ Longest: 24</p>
<div class="sourceCode" id="cb42"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span>
<span class="co"># ℹ Function `as.mo()` is uncertain about "E. coli" (assuming Escherichia</span>
<span class="co"># coli). Run `mo_uncertainties()` to review this uncertainty.</span>
<span class="co"># coli). Run `mo_uncertainties()` to review this.</span>
<span class="va">disk_values</span>
<span class="co"># Class &lt;disk&gt;</span>
<span class="co"># [1] 22 25 27 18 21 30 29 21 21 24 26 18 23 28 22 24 18 20 19 18 27 23 25 23 21</span>
<span class="co"># [26] 24 22 22 23 27 23 19 22 20 17 19 30 19 23 19 23 21 24 30 30 26 25 27 17 29</span>
<span class="co"># [51] 25 30 31 26 17 18 30 24 18 25 21 19 31 24 20 24 18 25 26 24 19 30 27 21 26</span>
<span class="co"># [76] 20 17 31 28 31 26 27 30 17 27 19 26 26 31 17 30 23 20 17 30 19 19 20 21 19</span></code></pre></div>
<span class="co"># [1] 29 17 17 18 17 29 28 25 21 24 30 29 20 26 21 28 22 21 28 25 25 22 29 29 27</span>
<span class="co"># [26] 19 30 19 25 28 27 26 19 16 29 20 19 25 16 27 25 19 30 23 20 20 25 23 25 17</span>
<span class="co"># [51] 19 21 20 25 19 25 22 16 29 25 25 21 29 29 28 24 30 23 22 22 31 26 20 19 30</span>
<span class="co"># [76] 30 28 26 25 26 27 16 25 27 21 29 17 31 16 27 22 19 26 20 21 19 27 21 24 27</span></code></pre></div>
<div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="co"># base R:</span>
<span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">disk_values</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></code></pre></div>

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docs/articles/EUCAST.html
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@ -44,7 +44,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

58
docs/articles/MDR.html
View File

@ -44,7 +44,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>
@ -358,18 +358,18 @@ Unique: 2</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">my_TB_data</span><span class="op">)</span>
<span class="co"># rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span>
<span class="co"># 1 R R I S I I</span>
<span class="co"># 2 I I I I R S</span>
<span class="co"># 3 I R S I R S</span>
<span class="co"># 4 R S I I I R</span>
<span class="co"># 5 S S R I I S</span>
<span class="co"># 6 R R R I S R</span>
<span class="co"># 1 I R I S R S</span>
<span class="co"># 2 I S R R S R</span>
<span class="co"># 3 R I S I R S</span>
<span class="co"># 4 S S I R I S</span>
<span class="co"># 5 S R S S S I</span>
<span class="co"># 6 S R R S R I</span>
<span class="co"># kanamycin</span>
<span class="co"># 1 I</span>
<span class="co"># 2 R</span>
<span class="co"># 3 S</span>
<span class="co"># 1 S</span>
<span class="co"># 2 I</span>
<span class="co"># 3 R</span>
<span class="co"># 4 R</span>
<span class="co"># 5 R</span>
<span class="co"># 5 I</span>
<span class="co"># 6 R</span></code></pre></div>
<p>We can now add the interpretation of MDR-TB to our data set. You can use:</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
@ -413,40 +413,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3246</td>
<td align="right">64.92%</td>
<td align="right">3246</td>
<td align="right">64.92%</td>
<td align="right">3250</td>
<td align="right">65.00%</td>
<td align="right">3250</td>
<td align="right">65.00%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">999</td>
<td align="right">19.98%</td>
<td align="right">4245</td>
<td align="right">84.90%</td>
<td align="right">975</td>
<td align="right">19.50%</td>
<td align="right">4225</td>
<td align="right">84.50%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">437</td>
<td align="right">8.74%</td>
<td align="right">4682</td>
<td align="right">93.64%</td>
<td align="right">474</td>
<td align="right">9.48%</td>
<td align="right">4699</td>
<td align="right">93.98%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">218</td>
<td align="right">4.36%</td>
<td align="right">4900</td>
<td align="right">98.00%</td>
<td align="right">203</td>
<td align="right">4.06%</td>
<td align="right">4902</td>
<td align="right">98.04%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">100</td>
<td align="right">2.00%</td>
<td align="right">98</td>
<td align="right">1.96%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

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</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -44,7 +44,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>
@ -191,7 +191,7 @@
<h1 data-toc-skip>How to import data from SPSS / SAS / Stata</h1>
<h4 data-toc-skip class="author">Dr. Matthijs Berends</h4>
<h4 data-toc-skip class="date">14 December 2021</h4>
<h4 data-toc-skip class="date">23 December 2021</h4>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/SPSS.Rmd" class="external-link"><code>vignettes/SPSS.Rmd</code></a></small>
<div class="hidden name"><code>SPSS.Rmd</code></div>
@ -226,7 +226,7 @@
</li>
<li>
<p><strong>R has a huge community.</strong></p>
<p>Many R users just ask questions on websites like <a href="https://stackoverflow.com" class="external-link">StackOverflow.com</a>, the largest online community for programmers. At the time of writing, <a href="https://stackoverflow.com/questions/tagged/r?sort=votes" class="external-link">429,535 R-related questions</a> have already been asked on this platform (that covers questions and answers for any programming language). In my own experience, most questions are answered within a couple of minutes.</p>
<p>Many R users just ask questions on websites like <a href="https://stackoverflow.com" class="external-link">StackOverflow.com</a>, the largest online community for programmers. At the time of writing, <a href="https://stackoverflow.com/questions/tagged/r?sort=votes" class="external-link">430,288 R-related questions</a> have already been asked on this platform (that covers questions and answers for any programming language). In my own experience, most questions are answered within a couple of minutes.</p>
</li>
<li>
<p><strong>R understands any data type, including SPSS/SAS/Stata.</strong></p>

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</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -44,7 +44,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9073</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>
@ -222,23 +222,23 @@
<span class="fu"><a href="../reference/as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"MRSA"</span><span class="op">)</span>, <span class="co"># Methicillin Resistant S. aureus</span>
<span class="fu"><a href="../reference/as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"VISA"</span><span class="op">)</span>, <span class="co"># Vancomycin Intermediate S. aureus</span>
times <span class="op">=</span> <span class="fl">25</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">S.aureus</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">2</span><span class="op">)</span>
<span class="fu"><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">S.aureus</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">2</span><span class="op">)</span>
<span class="co"># Unit: milliseconds</span>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># as.mo("sau") 12.0 12.0 17.0 14.0 15.0 56 25</span>
<span class="co"># as.mo("stau") 51.0 60.0 81.0 87.0 98.0 120 25</span>
<span class="co"># as.mo("STAU") 51.0 64.0 83.0 90.0 98.0 130 25</span>
<span class="co"># as.mo("staaur") 9.7 12.0 15.0 15.0 15.0 46 25</span>
<span class="co"># as.mo("STAAUR") 11.0 14.0 17.0 15.0 16.0 45 25</span>
<span class="co"># as.mo("S. aureus") 24.0 31.0 43.0 33.0 63.0 77 25</span>
<span class="co"># as.mo("S aureus") 26.0 28.0 45.0 34.0 62.0 76 25</span>
<span class="co"># as.mo("Staphylococcus aureus") 3.0 3.7 5.4 3.8 4.6 37 25</span>
<span class="co"># as.mo("Staphylococcus aureus (MRSA)") 240.0 250.0 270.0 260.0 270.0 310 25</span>
<span class="co"># as.mo("Sthafilokkockus aaureuz") 180.0 190.0 210.0 200.0 220.0 260 25</span>
<span class="co"># as.mo("MRSA") 10.0 13.0 20.0 15.0 17.0 73 25</span>
<span class="co"># as.mo("VISA") 20.0 23.0 38.0 26.0 49.0 150 25</span></code></pre></div>
<span class="co"># as.mo("sau") 10.0 12.0 20.0 12.0 15.0 53 25</span>
<span class="co"># as.mo("stau") 49.0 54.0 72.0 58.0 91.0 97 25</span>
<span class="co"># as.mo("STAU") 50.0 54.0 71.0 57.0 90.0 110 25</span>
<span class="co"># as.mo("staaur") 10.0 12.0 17.0 12.0 14.0 51 25</span>
<span class="co"># as.mo("STAAUR") 10.0 12.0 17.0 12.0 14.0 54 25</span>
<span class="co"># as.mo("S. aureus") 26.0 27.0 40.0 31.0 56.0 74 25</span>
<span class="co"># as.mo("S aureus") 26.0 27.0 39.0 29.0 58.0 68 25</span>
<span class="co"># as.mo("Staphylococcus aureus") 3.5 3.9 6.6 4.1 4.8 38 25</span>
<span class="co"># as.mo("Staphylococcus aureus (MRSA)") 230.0 240.0 250.0 240.0 250.0 280 25</span>
<span class="co"># as.mo("Sthafilokkockus aaureuz") 180.0 190.0 200.0 190.0 200.0 290 25</span>
<span class="co"># as.mo("MRSA") 11.0 12.0 19.0 13.0 14.0 50 25</span>
<span class="co"># as.mo("VISA") 21.0 22.0 32.0 25.0 50.0 60 25</span></code></pre></div>
<p><img src="benchmarks_files/figure-html/unnamed-chunk-4-1.png" width="750"></p>
<p>In the table above, all measurements are shown in milliseconds (thousands of seconds). A value of 5 milliseconds means it can determine 200 input values per second. It case of 200 milliseconds, this is only 5 input values per second. It is clear that accepted taxonomic names are extremely fast, but some variations are up to 69 times slower to determine.</p>
<p>In the table above, all measurements are shown in milliseconds (thousands of seconds). A value of 5 milliseconds means it can determine 200 input values per second. It case of 200 milliseconds, this is only 5 input values per second. It is clear that accepted taxonomic names are extremely fast, but some variations are up to 47 times slower to determine.</p>
<p>To improve performance, we implemented two important algorithms to save unnecessary calculations: <strong>repetitive results</strong> and <strong>already precalculated results</strong>.</p>
<div class="section level3">
<h3 id="repetitive-results">Repetitive results<a class="anchor" aria-label="anchor" href="#repetitive-results"></a>
@ -258,8 +258,8 @@
<span class="co"># what do these values look like? They are of class &lt;mo&gt;:</span>
<span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span>
<span class="co"># Class &lt;mo&gt;</span>
<span class="co"># [1] B_STRPT_PNMN B_ESCHR_COLI B_STPHY_AURS B_STPHY_CONS B_ENTRC </span>
<span class="co"># [6] B_STPHY_HMNS</span>
<span class="co"># [1] B_STPHY_AURS B_STRPT_EQNS B_KLBSL_PNMN B_STPHY_EPDR B_STPHY_AURS</span>
<span class="co"># [6] B_CRYNB_STRT</span>
<span class="co"># as the example_isolates data set has 2,000 rows, we should have 2 million items</span>
<span class="fu"><a href="https://rdrr.io/r/base/length.html" class="external-link">length</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span>
@ -272,11 +272,11 @@
<span class="co"># now let's see:</span>
<span class="va">run_it</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span><span class="fu"><a href="../reference/mo_property.html">mo_name</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span>,
times <span class="op">=</span> <span class="fl">10</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="fu"><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="co"># Unit: milliseconds</span>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># mo_name(x) 205 234 315 310 393 447 10</span></code></pre></div>
<p>So getting official taxonomic names of 2,000,000 (!!) items consisting of 90 unique values only takes 0.31 seconds. That is 155 nanoseconds on average. You only lose time on your unique input values.</p>
<span class="co"># mo_name(x) 196 209 274 223 364 388 10</span></code></pre></div>
<p>So getting official taxonomic names of 2,000,000 (!!) items consisting of 90 unique values only takes 0.223 seconds. That is 112 nanoseconds on average. You only lose time on your unique input values.</p>
</div>
<div class="section level3">
<h3 id="precalculated-results">Precalculated results<a class="anchor" aria-label="anchor" href="#precalculated-results"></a>
@ -287,12 +287,12 @@
B <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_name</a></span><span class="op">(</span><span class="st">"S. aureus"</span><span class="op">)</span>,
C <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_name</a></span><span class="op">(</span><span class="st">"Staphylococcus aureus"</span><span class="op">)</span>,
times <span class="op">=</span> <span class="fl">10</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="fu"><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="co"># Unit: milliseconds</span>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># A 7.89 8.95 14.80 9.21 10.50 64.60 10</span>
<span class="co"># B 22.60 26.10 33.80 26.90 29.80 89.20 10</span>
<span class="co"># C 1.76 2.04 2.44 2.49 2.73 3.37 10</span></code></pre></div>
<span class="co"># A 8.00 9.16 9.19 9.28 9.46 9.73 10</span>
<span class="co"># B 23.40 27.20 32.60 27.90 28.10 80.20 10</span>
<span class="co"># C 1.85 2.25 2.40 2.47 2.62 2.90 10</span></code></pre></div>
<p>So going from <code>mo_name("Staphylococcus aureus")</code> to <code>"Staphylococcus aureus"</code> takes 0.0025 seconds - it doesn’t even start calculating <em>if the result would be the same as the expected resulting value</em>. That goes for all helper functions:</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span class="va">run_it</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/pkg/microbenchmark/man/microbenchmark.html" class="external-link">microbenchmark</a></span><span class="op">(</span>A <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_species</a></span><span class="op">(</span><span class="st">"aureus"</span><span class="op">)</span>,
@ -304,17 +304,17 @@
G <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_phylum</a></span><span class="op">(</span><span class="st">"Firmicutes"</span><span class="op">)</span>,
H <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_kingdom</a></span><span class="op">(</span><span class="st">"Bacteria"</span><span class="op">)</span>,
times <span class="op">=</span> <span class="fl">10</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="fu"><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">3</span><span class="op">)</span>
<span class="co"># Unit: milliseconds</span>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># A 1.62 1.67 1.81 1.71 1.75 2.45 10</span>
<span class="co"># B 1.59 1.62 1.94 1.75 2.15 3.08 10</span>
<span class="co"># C 1.61 1.64 1.74 1.70 1.73 2.09 10</span>
<span class="co"># D 1.58 1.66 1.87 1.69 2.07 2.63 10</span>
<span class="co"># E 1.59 1.61 1.70 1.64 1.72 2.15 10</span>
<span class="co"># F 1.57 1.60 1.69 1.66 1.71 2.07 10</span>
<span class="co"># G 1.56 1.60 1.75 1.67 1.73 2.21 10</span>
<span class="co"># H 1.60 1.62 1.67 1.64 1.70 1.81 10</span></code></pre></div>
<span class="co"># A 1.76 1.80 2.07 1.95 2.26 2.90 10</span>
<span class="co"># B 1.69 1.73 1.90 1.81 2.03 2.48 10</span>
<span class="co"># C 1.71 1.77 1.92 1.91 2.05 2.17 10</span>
<span class="co"># D 1.68 1.71 1.76 1.76 1.82 1.88 10</span>
<span class="co"># E 1.68 1.70 1.89 1.89 2.04 2.26 10</span>
<span class="co"># F 1.67 1.75 1.93 1.89 2.11 2.35 10</span>
<span class="co"># G 1.70 1.76 1.97 1.88 2.12 2.43 10</span>
<span class="co"># H 1.67 1.71 1.83 1.75 1.98 2.14 10</span></code></pre></div>
<p>Of course, when running <code>mo_phylum("Firmicutes")</code> the function has zero knowledge about the actual microorganism, namely <em>S. aureus</em>. But since the result would be <code>"Firmicutes"</code> anyway, there is no point in calculating the result. And because this package contains all phyla of all known bacteria, it can just return the initial value immediately.</p>
</div>
<div class="section level3">
@ -347,19 +347,19 @@
ru <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_name</a></span><span class="op">(</span><span class="va">CoNS</span>, language <span class="op">=</span> <span class="st">"ru"</span><span class="op">)</span>,
sv <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_name</a></span><span class="op">(</span><span class="va">CoNS</span>, language <span class="op">=</span> <span class="st">"sv"</span><span class="op">)</span>,
times <span class="op">=</span> <span class="fl">100</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">4</span><span class="op">)</span>
<span class="fu"><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">run_it</span>, unit <span class="op">=</span> <span class="st">"ms"</span>, signif <span class="op">=</span> <span class="fl">4</span><span class="op">)</span>
<span class="co"># Unit: milliseconds</span>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># da 1.9160 2.012 2.308 2.213 2.445 4.040 100</span>
<span class="co"># de 1.9130 2.057 3.165 2.358 2.495 44.140 100</span>
<span class="co"># en 0.8684 0.910 1.076 1.004 1.137 2.173 100</span>
<span class="co"># es 1.9060 2.066 3.304 2.335 2.595 60.500 100</span>
<span class="co"># fr 1.7950 1.888 2.169 2.104 2.338 3.366 100</span>
<span class="co"># it 1.8830 2.025 2.809 2.342 2.536 45.730 100</span>
<span class="co"># nl 1.9370 2.034 3.482 2.316 2.626 60.780 100</span>
<span class="co"># pt 1.8450 1.983 3.125 2.293 2.447 43.830 100</span>
<span class="co"># ru 1.8260 1.932 3.454 2.018 2.413 87.210 100</span>
<span class="co"># sv 1.8260 1.930 3.428 2.207 2.441 72.080 100</span></code></pre></div>
<span class="co"># expr min lq mean median uq max neval</span>
<span class="co"># da 1.9470 2.0220 2.190 2.0720 2.358 3.234 100</span>
<span class="co"># de 1.9560 2.0330 3.649 2.1610 2.401 50.670 100</span>
<span class="co"># en 0.8937 0.9124 1.022 0.9776 1.120 1.748 100</span>
<span class="co"># es 1.9710 2.0290 2.216 2.1000 2.391 3.109 100</span>
<span class="co"># fr 1.8280 1.8960 3.214 1.9420 2.237 71.550 100</span>
<span class="co"># it 1.9370 1.9970 2.163 2.0610 2.339 3.210 100</span>
<span class="co"># nl 1.9710 2.0280 2.698 2.1110 2.421 49.340 100</span>
<span class="co"># pt 1.8920 1.9600 2.119 2.0200 2.261 3.265 100</span>
<span class="co"># ru 1.8630 1.9420 2.779 2.0270 2.335 66.660 100</span>
<span class="co"># sv 1.8680 1.9190 4.062 1.9890 2.263 78.870 100</span></code></pre></div>
<p>Currently supported languages are Danish, Dutch, English, French, German, Italian, Portuguese, Russian, Spanish and Swedish.</p>
</div>
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</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9077</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9075</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
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<span class="navbar-brand">
<a class="navbar-link" href="index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9071</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
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@ -7,7 +7,7 @@
# https://github.com/msberends/AMR #
# #
# LICENCE #
# (c) 2018-2021 Berends MS, Luz CF et al. #
# (c) 2018-2022 Berends MS, Luz CF et al. #
# Developed at the University of Groningen, the Netherlands, in #
# collaboration with non-profit organisations Certe Medical #
# Diagnostics & Advice, and University Medical Center Groningen. #

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# https://github.com/msberends/AMR #
# #
# LICENCE #
# (c) 2018-2021 Berends MS, Luz CF et al. #
# (c) 2018-2022 Berends MS, Luz CF et al. #
# Developed at the University of Groningen, the Netherlands, in #
# collaboration with non-profit organisations Certe Medical #
# Diagnostics & Advice, and University Medical Center Groningen. #

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@ -47,7 +47,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9071</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9077</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>
@ -157,13 +157,11 @@
</div>
<div class="section level2">
<h2 class="page-header" data-toc-text="1.7.1.9077" id="amr-1719077">
<code>AMR</code> 1.7.1.9077<a class="anchor" aria-label="anchor" href="#amr-1719077"></a></h2>
<div class="section level3">
<h3 id="last-updated-december-1-7-1-9077"><small>Last updated: 23 December 2021</small><a class="anchor" aria-label="anchor" href="#last-updated-december-1-7-1-9077"></a></h3>
<h2 class="page-header" data-toc-text="1.8.0" id="amr-180">
<code>AMR</code> 1.8.0<a class="anchor" aria-label="anchor" href="#amr-180"></a></h2>
<p>All functions in this package are now all considered to be stable. Updates to the AMR interpretation rules (such as by EUCAST and CLSI), the microbial taxonomy, and the antibiotic dosages will all be updated every 6 to 12 months from now on.</p>
<div class="section level4">
<h4 id="breaking-changes-1-7-1-9077">Breaking changes<a class="anchor" aria-label="anchor" href="#breaking-changes-1-7-1-9077"></a></h4>
<h4 id="breaking-changes-1-8-0">Breaking changes<a class="anchor" aria-label="anchor" href="#breaking-changes-1-8-0"></a></h4>
<ul><li>Removed <code>p_symbol()</code> and all <code>filter_*()</code> functions (except for <code><a href="../reference/first_isolate.html">filter_first_isolate()</a></code>), which were all deprecated in a previous package version</li>
<li>Removed the <code>key_antibiotics()</code> and <code>key_antibiotics_equal()</code> functions, which were deprecated and superseded by <code><a href="../reference/key_antimicrobials.html">key_antimicrobials()</a></code> and <code><a href="../reference/key_antimicrobials.html">antimicrobials_equal()</a></code>
</li>
@ -171,7 +169,7 @@
<li>Renamed function <code>get_locale()</code> to <code><a href="../reference/translate.html">get_AMR_locale()</a></code> to prevent conflicts with other packages</li>
</ul></div>
<div class="section level4">
<h4 id="new-1-7-1-9077">New<a class="anchor" aria-label="anchor" href="#new-1-7-1-9077"></a></h4>
<h4 id="new-1-8-0">New<a class="anchor" aria-label="anchor" href="#new-1-8-0"></a></h4>
<ul><li><p>Support for the CLSI 2021 guideline for interpreting MIC/disk diffusion values, which are incorporated in the <code>rsi_translation</code> data set. This data set now more strictly follows the WHONET software as well.</p></li>
<li><p>Support for EUCAST Intrinsic Resistance and Unusual Phenotypes v3.3 (October 2021). This is now the default EUCAST guideline in the package (all older guidelines are still available) for <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code>, <code><a href="../reference/mo_property.html">mo_is_intrinsic_resistant()</a></code> and <code><a href="../reference/mdro.html">mdro()</a></code>. The <code>intrinsic_resistant</code> data set was also updated accordingly.</p></li>
<li><p>Support for all antimicrobial drug (group) names and colloquial microorganism names in Danish, Dutch, English, French, German, Italian, Portuguese, Russian, Spanish and Swedish</p></li>
@ -186,7 +184,7 @@
<li><p>Function <code><a href="../reference/ab_property.html">ab_ddd_units()</a></code> to get units of DDDs (daily defined doses), deprecating the use of <code>ab_ddd(..., units = TRUE)</code> to be more consistent in data types of function output</p></li>
</ul></div>
<div class="section level4">
<h4 id="changed-1-7-1-9077">Changed<a class="anchor" aria-label="anchor" href="#changed-1-7-1-9077"></a></h4>
<h4 id="changed-1-8-0">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-0"></a></h4>
<ul><li>Updated the bacterial taxonomy to 5 October 2021 (according to <a href="https://lpsn.dsmz.de" class="external-link">LPSN</a>), including all 11 new staphylococcal species named since 1 January last year</li>
<li>The <code>antibiotics</code> data set now contains <strong>all ATC codes</strong> that are available through the <a href="https://www.whocc.no" class="external-link">WHOCC website</a>, regardless of drugs being present in more than one ATC group. This means that:
<ul><li>Some drugs now contain multiple ATC codes (e.g., metronidazole contains 5)</li>
@ -246,7 +244,7 @@
</li>
<li>Improved plot legends for MICs and disk diffusion values</li>
<li>Improved speed of <code><a href="../reference/as.ab.html">as.ab()</a></code> and all <code>ab_*()</code> functions</li>
<li>Added <code>fortify()</code> extensions for plotting methods</li>
<li>Added <code><a href="https://ggplot2.tidyverse.org/reference/fortify.html" class="external-link">fortify()</a></code> extensions for plotting methods</li>
<li>
<code>NA</code> values of the classes <code>&lt;mic&gt;</code>, <code>&lt;disk&gt;</code> and <code>&lt;rsi&gt;</code> are now exported objects of this package, e.g. <code>NA_mic_</code> is an <code>NA</code> of class <code>mic</code> (just like the base R <code>NA_character_</code> is an <code>NA</code> of class <code>character</code>)</li>
<li>The <code><a href="../reference/proportion.html">proportion_df()</a></code>, <code><a href="../reference/count.html">count_df()</a></code> and <code><a href="../reference/proportion.html">rsi_df()</a></code> functions now return with the additional S3 class ‘rsi_df’ so they can be extended by other packages</li>
@ -258,10 +256,9 @@
<code><a href="../reference/get_episode.html">get_episode()</a></code> and <code><a href="../reference/get_episode.html">is_new_episode()</a></code> can now cope with <code>NA</code>s</li>
</ul></div>
<div class="section level4">
<h4 id="other-1-7-1-9077">Other<a class="anchor" aria-label="anchor" href="#other-1-7-1-9077"></a></h4>
<h4 id="other-1-8-0">Other<a class="anchor" aria-label="anchor" href="#other-1-8-0"></a></h4>
<ul><li>This package is now being maintained by two epidemiologists and a data scientist from two different non-profit healthcare organisations.</li>
</ul></div>
</div>
</div>
<div class="section level2">
<h2 class="page-header" data-toc-text="1.7.1" id="amr-171">AMR 1.7.1<small>2021-06-03</small><a class="anchor" aria-label="anchor" href="#amr-171"></a></h2>
@ -304,7 +301,7 @@
<li>The documentation of the <code><a href="../reference/first_isolate.html">first_isolate()</a></code> and <code><a href="../reference/key_antimicrobials.html">key_antimicrobials()</a></code> functions has been completely rewritten.</li>
</ul></li>
<li>Function <code><a href="../reference/antibiotic_class_selectors.html">betalactams()</a></code> as additional antbiotic column selector and function <code>filter_betalactams()</code> as additional antbiotic column filter. The group of betalactams consists of all carbapenems, cephalosporins and penicillins.</li>
<li>A <code>ggplot()</code> method for <code><a href="../reference/resistance_predict.html">resistance_predict()</a></code>
<li>A <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot()</a></code> method for <code><a href="../reference/resistance_predict.html">resistance_predict()</a></code>
</li>
</ul></div>
<div class="section level4">
@ -387,7 +384,7 @@
<span class="co">#&gt; Filtering on oxazolidinones: value in column `LNZ` (linezolid) is either "R", "S" or "I"</span></code></pre></div>
</li>
<li><p>Support for custom MDRO guidelines, using the new <code><a href="../reference/mdro.html">custom_mdro_guideline()</a></code> function, please see <code><a href="../reference/mdro.html">mdro()</a></code> for additional info</p></li>
<li><p><code>ggplot()</code> generics for classes <code>&lt;mic&gt;</code> and <code>&lt;disk&gt;</code></p></li>
<li><p><code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot()</a></code> generics for classes <code>&lt;mic&gt;</code> and <code>&lt;disk&gt;</code></p></li>
<li>
<p>Function <code><a href="../reference/mo_property.html">mo_is_yeast()</a></code>, which determines whether a microorganism is a member of the taxonomic class Saccharomycetes or the taxonomic order Saccharomycetales:</p>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
@ -438,7 +435,7 @@
<ul><li>Plotting of MIC and disk diffusion values now support interpretation colouring if you supply the microorganism and antimicrobial agent</li>
<li>All colours were updated to colour-blind friendly versions for values R, S and I for all plot methods (also applies to tibble printing)</li>
<li>Interpretation of MIC and disk diffusion values to R/SI will now be translated if the system language is German, Dutch or Spanish (see <code>translate</code>)</li>
<li>Plotting is now possible with base R using <code><a href="../reference/plot.html">plot()</a></code> and with ggplot2 using <code>ggplot()</code> on any vector of MIC and disk diffusion values</li>
<li>Plotting is now possible with base R using <code><a href="../reference/plot.html">plot()</a></code> and with ggplot2 using <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot()</a></code> on any vector of MIC and disk diffusion values</li>
</ul></li>
<li>Updated SNOMED codes to US Edition of SNOMED CT from 1 September 2020 and added the source to the help page of the <code>microorganisms</code> data set</li>
<li>
@ -454,7 +451,7 @@
<code><a href="../reference/as.rsi.html">is.rsi.eligible()</a></code> now detects if the column name resembles an antibiotic name or code and now returns <code>TRUE</code> immediately if the input contains any of the values “R”, “S” or “I”. This drastically improves speed, also for a lot of other functions that rely on automatic determination of antibiotic columns.</li>
<li>Functions <code><a href="../reference/get_episode.html">get_episode()</a></code> and <code><a href="../reference/get_episode.html">is_new_episode()</a></code> now support less than a day as value for argument <code>episode_days</code> (e.g., to include one patient/test per hour)</li>
<li>Argument <code>ampc_cephalosporin_resistance</code> in <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> now also applies to value “I” (not only “S”)</li>
<li>Functions <code><a href="https://rdrr.io/r/base/print.html" class="external-link">print()</a></code> and <code><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary()</a></code> on a Principal Components Analysis object (<code><a href="../reference/pca.html">pca()</a></code>) now print additional group info if the original data was grouped using <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">dplyr::group_by()</a></code>
<li>Functions <code><a href="https://docs.ropensci.org/skimr/reference/print.html" class="external-link">print()</a></code> and <code><a href="https://rdrr.io/r/base/summary.html" class="external-link">summary()</a></code> on a Principal Components Analysis object (<code><a href="../reference/pca.html">pca()</a></code>) now print additional group info if the original data was grouped using <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">dplyr::group_by()</a></code>
</li>
<li>Improved speed and reliability of <code><a href="../reference/guess_ab_col.html">guess_ab_col()</a></code>. As this also internally improves the reliability of <code><a href="../reference/first_isolate.html">first_isolate()</a></code> and <code><a href="../reference/mdro.html">mdro()</a></code>, this might have a slight impact on the results of those functions.</li>
<li>Fix for <code><a href="../reference/mo_property.html">mo_name()</a></code> when used in other languages than English</li>
@ -733,7 +730,7 @@
<p>Removed code dependency on all other R packages, making this package fully independent of the development process of others. This is a major code change, but will probably not be noticeable by most users.</p>
<p>Making this package independent of especially the tidyverse (e.g. packages <code>dplyr</code> and <code>tidyr</code>) tremendously increases sustainability on the long term, since tidyverse functions change quite often. Good for users, but hard for package maintainers. Most of our functions are replaced with versions that only rely on base R, which keeps this package fully functional for many years to come, without requiring a lot of maintenance to keep up with other packages anymore. Another upside it that this package can now be used with all versions of R since R-3.0.0 (April 2013). Our package is being used in settings where the resources are very limited. Fewer dependencies on newer software is helpful for such settings.</p>
<p>Negative effects of this change are:</p>
<ul><li>Function <code>freq()</code> that was borrowed from the <code>cleaner</code> package was removed. Use <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">cleaner::freq()</a></code>, or run <code><a href="https://github.com/msberends/cleaner" class="external-link">library("cleaner")</a></code> before you use <code>freq()</code>.</li>
<ul><li>Function <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code> that was borrowed from the <code>cleaner</code> package was removed. Use <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">cleaner::freq()</a></code>, or run <code><a href="https://github.com/msberends/cleaner" class="external-link">library("cleaner")</a></code> before you use <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code>.</li>
<li><del>Printing values of class <code>mo</code> or <code>rsi</code> in a tibble will no longer be in colour and printing <code>rsi</code> in a tibble will show the class <code>&lt;ord&gt;</code>, not <code>&lt;rsi&gt;</code> anymore. This is purely a visual effect.</del></li>
<li><del>All functions from the <code>mo_*</code> family (like <code><a href="../reference/mo_property.html">mo_name()</a></code> and <code><a href="../reference/mo_property.html">mo_gramstain()</a></code>) are noticeably slower when running on hundreds of thousands of rows.</del></li>
<li>For developers: classes <code>mo</code> and <code>ab</code> now both also inherit class <code>character</code>, to support any data transformation. This change invalidates code that checks for class length == 1.</li>
@ -996,7 +993,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<span class="co">#&gt; invalid microorganism code, NA generated</span></code></pre></div>
<p>This is important, because a value like <code>"testvalue"</code> could never be understood by e.g. <code><a href="../reference/mo_property.html">mo_name()</a></code>, although the class would suggest a valid microbial code.</p>
</li>
<li><p>Function <code>freq()</code> has moved to a new package, <a href="https://github.com/msberends/clean" class="external-link"><code>clean</code></a> (<a href="https://cran.r-project.org/package=clean" class="external-link">CRAN link</a>), since creating frequency tables actually does not fit the scope of this package. The <code>freq()</code> function still works, since it is re-exported from the <code>clean</code> package (which will be installed automatically upon updating this <code>AMR</code> package).</p></li>
<li><p>Function <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code> has moved to a new package, <a href="https://github.com/msberends/clean" class="external-link"><code>clean</code></a> (<a href="https://cran.r-project.org/package=clean" class="external-link">CRAN link</a>), since creating frequency tables actually does not fit the scope of this package. The <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code> function still works, since it is re-exported from the <code>clean</code> package (which will be installed automatically upon updating this <code>AMR</code> package).</p></li>
<li><p>Renamed data set <code>septic_patients</code> to <code>example_isolates</code></p></li>
</ul></div>
<div class="section level4">
@ -1225,7 +1222,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<li>The <code><a href="../reference/age.html">age()</a></code> function gained a new argument <code>exact</code> to determine ages with decimals</li>
<li>Removed deprecated functions <code>guess_mo()</code>, <code>guess_atc()</code>, <code>EUCAST_rules()</code>, <code>interpretive_reading()</code>, <code><a href="../reference/as.rsi.html">rsi()</a></code>
</li>
<li>Frequency tables (<code>freq()</code>):
<li>Frequency tables (<code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code>):
<ul><li><p>speed improvement for microbial IDs</p></li>
<li><p>fixed factor level names for R Markdown</p></li>
<li><p>when all values are unique it now shows a message instead of a warning</p></li>
@ -1234,12 +1231,12 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<div class="sourceCode" id="cb32"><pre class="downlit sourceCode r">
<code class="sourceCode R">
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="va">age</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">age</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://rdrr.io/r/graphics/boxplot.html" class="external-link">boxplot</a></span><span class="op">(</span><span class="op">)</span>
<span class="co"># grouped boxplots:</span>
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span><span class="va">hospital_id</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="va">age</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">age</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://rdrr.io/r/graphics/boxplot.html" class="external-link">boxplot</a></span><span class="op">(</span><span class="op">)</span></code></pre></div>
</li>
</ul></li>
@ -1248,7 +1245,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<li>Added ceftazidim intrinsic resistance to <em>Streptococci</em>
</li>
<li>Changed default settings for <code><a href="../reference/age_groups.html">age_groups()</a></code>, to let groups of fives and tens end with 100+ instead of 120+</li>
<li>Fix for <code>freq()</code> for when all values are <code>NA</code>
<li>Fix for <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code> for when all values are <code>NA</code>
</li>
<li>Fix for <code><a href="../reference/first_isolate.html">first_isolate()</a></code> for when dates are missing</li>
<li>Improved speed of <code><a href="../reference/guess_ab_col.html">guess_ab_col()</a></code>
@ -1451,7 +1448,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<li>Now accepts high and low resistance: <code>"HIGH S"</code> will return <code>S</code>
</li>
</ul></li>
<li>Frequency tables (<code>freq()</code> function):
<li>Frequency tables (<code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code> function):
<ul><li>
<p>Support for tidyverse quasiquotation! Now you can create frequency tables of function outcomes:</p>
<div class="sourceCode" id="cb41"><pre class="downlit sourceCode r">
@ -1460,15 +1457,15 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<span class="co"># OLD WAY</span>
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/mutate.html" class="external-link">mutate</a></span><span class="op">(</span>genus <span class="op">=</span> <span class="fu"><a href="../reference/mo_property.html">mo_genus</a></span><span class="op">(</span><span class="va">mo</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="va">genus</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">genus</span><span class="op">)</span>
<span class="co"># NEW WAY</span>
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="fu"><a href="../reference/mo_property.html">mo_genus</a></span><span class="op">(</span><span class="va">mo</span><span class="op">)</span><span class="op">)</span>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="fu"><a href="../reference/mo_property.html">mo_genus</a></span><span class="op">(</span><span class="va">mo</span><span class="op">)</span><span class="op">)</span>
<span class="co"># Even supports grouping variables:</span>
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span><span class="va">gender</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="fu"><a href="../reference/mo_property.html">mo_genus</a></span><span class="op">(</span><span class="va">mo</span><span class="op">)</span><span class="op">)</span></code></pre></div>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="fu"><a href="../reference/mo_property.html">mo_genus</a></span><span class="op">(</span><span class="va">mo</span><span class="op">)</span><span class="op">)</span></code></pre></div>
</li>
<li><p>Header info is now available as a list, with the <code>header</code> function</p></li>
<li><p>The argument <code>header</code> is now set to <code>TRUE</code> at default, even for markdown</p></li>
@ -1537,21 +1534,21 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<li><p>Using <code>portion_*</code> functions now throws a warning when total available isolate is below argument <code>minimum</code></p></li>
<li><p>Functions <code>as.mo</code>, <code>as.rsi</code>, <code>as.mic</code>, <code>as.atc</code> and <code>freq</code> will not set package name as attribute anymore</p></li>
<li>
<p>Frequency tables - <code>freq()</code>:</p>
<p>Frequency tables - <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq()</a></code>:</p>
<ul><li>
<p>Support for grouping variables, test with:</p>
<div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
<code class="sourceCode R">
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span><span class="va">hospital_id</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="va">gender</span><span class="op">)</span></code></pre></div>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">gender</span><span class="op">)</span></code></pre></div>
</li>
<li>
<p>Support for (un)selecting columns:</p>
<div class="sourceCode" id="cb44"><pre class="downlit sourceCode r">
<code class="sourceCode R">
<span class="va">septic_patients</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu">freq</span><span class="op">(</span><span class="va">hospital_id</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">hospital_id</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span>
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/select.html" class="external-link">select</a></span><span class="op">(</span><span class="op">-</span><span class="va">count</span>, <span class="op">-</span><span class="va">cum_count</span><span class="op">)</span> <span class="co"># only get item, percent, cum_percent</span></code></pre></div>
</li>
<li><p>Check for <code><a href="https://hms.tidyverse.org/reference/Deprecated.html" class="external-link">hms::is.hms</a></code></p></li>
@ -1568,7 +1565,7 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<li><p>Removed diacritics from all authors (columns <code>microorganisms$ref</code> and <code>microorganisms.old$ref</code>) to comply with CRAN policy to only allow ASCII characters</p></li>
<li><p>Fix for <code>mo_property</code> not working properly</p></li>
<li><p>Fix for <code>eucast_rules</code> where some Streptococci would become ceftazidime R in EUCAST rule 4.5</p></li>
<li><p>Support for named vectors of class <code>mo</code>, useful for <code>top_freq()</code></p></li>
<li><p>Support for named vectors of class <code>mo</code>, useful for <code><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">top_freq()</a></code></p></li>
<li><p><code>ggplot_rsi</code> and <code>scale_y_percent</code> have <code>breaks</code> argument</p></li>
<li>
<p>AI improvements for <code>as.mo</code>:</p>
@ -1717,13 +1714,13 @@ This works for all drug combinations, such as ampicillin/sulbactam, ceftazidime/
<div class="sourceCode" id="cb51"><pre class="downlit sourceCode r">
<code class="sourceCode R">
<span class="va">my_matrix</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/with.html" class="external-link">with</a></span><span class="op">(</span><span class="va">septic_patients</span>, <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">matrix</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="va">age</span>, <span class="va">gender</span><span class="op">)</span>, ncol <span class="op">=</span> <span class="fl">2</span><span class="op">)</span><span class="op">)</span>
<span class="fu">freq</span><span class="op">(</span><span class="va">my_matrix</span><span class="op">)</span></code></pre></div>
<span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">my_matrix</span><span class="op">)</span></code></pre></div>
<p>For lists, subsetting is possible:</p>
<div class="sourceCode" id="cb52"><pre class="downlit sourceCode r">
<code class="sourceCode R">
<span class="va">my_list</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span>age <span class="op">=</span> <span class="va">septic_patients</span><span class="op">$</span><span class="va">age</span>, gender <span class="op">=</span> <span class="va">septic_patients</span><span class="op">$</span><span class="va">gender</span><span class="op">)</span>
<span class="va">my_list</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu">freq</span><span class="op">(</span><span class="va">age</span><span class="op">)</span>
<span class="va">my_list</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu">freq</span><span class="op">(</span><span class="va">gender</span><span class="op">)</span></code></pre></div>
<span class="va">my_list</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">age</span><span class="op">)</span>
<span class="va">my_list</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://rdrr.io/pkg/cleaner/man/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">gender</span><span class="op">)</span></code></pre></div>
</li>
</ul></div>
<div class="section level5">

2
docs/pkgdown.yml
View File

@ -12,7 +12,7 @@ articles:
datasets: datasets.html
resistance_predict: resistance_predict.html
welcome_to_AMR: welcome_to_AMR.html
last_built: 2021-12-12T10:02Z
last_built: 2021-12-23T17:53Z
urls:
reference: https://msberends.github.io/AMR/reference
article: https://msberends.github.io/AMR/articles

2
docs/reference/AMR-deprecated.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/AMR.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/WHOCC.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/WHONET.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/ab_from_text.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/ab_property.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/age.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/age_groups.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/antibiotic_class_selectors.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/antibiotics.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/as.ab.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/as.disk.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/as.mic.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/as.mo.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/as.rsi.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/atc_online.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/availability.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/bug_drug_combinations.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/catalogue_of_life.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/catalogue_of_life_version.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/count.html
View File

@ -18,7 +18,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/custom_eucast_rules.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/dosage.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/eucast_rules.html
View File

@ -18,7 +18,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/example_isolates.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/example_isolates_unclean.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/first_isolate.html
View File

@ -18,7 +18,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/g.test.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/get_episode.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/ggplot_pca.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/ggplot_rsi.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/guess_ab_col.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/index.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/intrinsic_resistant.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/italicise_taxonomy.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/join.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/key_antimicrobials.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/kurtosis.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/lifecycle.html
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@ -19,7 +19,7 @@ This page contains a section for every lifecycle (with text borrowed from the af
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/like.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/mdro.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/microorganisms.codes.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/microorganisms.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/microorganisms.old.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/mo_matching_score.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/mo_property.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9074</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/mo_source.html
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@ -18,7 +18,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/pca.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/plot.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/proportion.html
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@ -18,7 +18,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/random.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/resistance_predict.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/rsi_translation.html
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@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/skewness.html
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@ -18,7 +18,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9068</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/reference/translate.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="../index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9070</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>

2
docs/survey.html
View File

@ -17,7 +17,7 @@
</button>
<span class="navbar-brand">
<a class="navbar-link" href="index.html">AMR (for R)</a>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.7.1.9071</span>
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.0</span>
</span>
</div>