Built site for AMR: 1.8.1.9046@fbd5d32

2024-12-26 20:06:11 +01:00 · 2022-08-29 08:05:13 +00:00 · 2022-08-29 08:05:13 +00:00 · 50592d10f1
commit 50592d10f1
parent a62a35d91d
99 changed files with 1095 additions and 553 deletions
--- a/404.html
+++ b/404.html
@ -36,7 +36,7 @@
    <a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
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@ -170,7 +170,7 @@ Content not found. Please use links in the navbar.
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+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
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--- a/LICENSE-text.html
+++ b/LICENSE-text.html
@ -10,7 +10,7 @@
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-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
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@ -384,7 +384,7 @@ END OF TERMS AND CONDITIONS
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+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
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--- a/articles/AMR.html
+++ b/articles/AMR.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
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@ -162,7 +162,7 @@
      <img src="../logo.svg" class="logo" alt=""><h1>How to conduct AMR data analysis</h1>
                        <h4 data-toc-skip class="author">Dr. Matthijs Berends</h4>
-            <h4 data-toc-skip class="date">28 August 2022</h4>
+            <h4 data-toc-skip class="date">29 August 2022</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="d-none name"><code>AMR.Rmd</code></div>
@ -170,7 +170,7 @@
-<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 28 August 2022.</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 29 August 2022.</p>
 <div class="section level2">
 <h2 id="introduction">Introduction<a class="anchor" aria-label="anchor" href="#introduction"></a>
 </h2>
@ -201,21 +201,21 @@
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2022-08-28</td>
+<td align="center">2022-08-29</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">2022-08-28</td>
+<td align="center">2022-08-29</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">2022-08-28</td>
+<td align="center">2022-08-29</td>
 <td align="center">efgh</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
@ -325,10 +325,10 @@
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2017-01-18</td>
+<td align="center">2016-07-19</td>
-<td align="center">C5</td>
+<td align="center">D10</td>
 <td align="center">Hospital B</td>
-<td align="center">Escherichia coli</td>
+<td align="center">Staphylococcus aureus</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">S</td>
@ -336,20 +336,9 @@
 <td align="center">M</td>
 </tr>
 <tr class="even">
-<td align="center">2014-12-30</td>
+<td align="center">2016-10-24</td>
-<td align="center">G6</td>
+<td align="center">H3</td>
 <td align="center">Hospital B</td>
 <td align="center">Streptococcus pneumoniae</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">2013-12-06</td>
 <td align="center">B1</td>
 <td align="center">Hospital A</td>
 <td align="center">Escherichia coli</td>
 <td align="center">S</td>
 <td align="center">I</td>
@ -357,38 +346,49 @@
 <td align="center">S</td>
 <td align="center">M</td>
 </tr>
-<tr class="even">
+<tr class="odd">
-<td align="center">2016-04-15</td>
+<td align="center">2013-03-15</td>
-<td align="center">V2</td>
+<td align="center">D4</td>
 <td align="center">Hospital D</td>
-<td align="center">Staphylococcus aureus</td>
+<td align="center">Streptococcus pneumoniae</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>
+<td align="center">M</td>
 </tr>
 <tr class="even">
 <td align="center">2015-08-08</td>
 <td align="center">N3</td>
 <td align="center">Hospital B</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">2014-11-22</td>
+<td align="center">2015-05-24</td>
-<td align="center">Q1</td>
+<td align="center">O2</td>
-<td align="center">Hospital A</td>
+<td align="center">Hospital B</td>
 <td align="center">Escherichia coli</td>
 <td align="center">R</td>
 <td align="center">I</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">2012-03-08</td>
+<td align="center">2013-06-30</td>
-<td align="center">E5</td>
+<td align="center">Y9</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital C</td>
-<td align="center">Staphylococcus aureus</td>
+<td align="center">Escherichia coli</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</td>
-<td align="center">M</td>
+<td align="center">F</td>
 </tr>
 </tbody>
 </table>
@ -422,16 +422,16 @@ Longest: 1</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">M</td>
-<td align="right">10,364</td>
+<td align="right">10,459</td>
-<td align="right">51.82%</td>
+<td align="right">52.30%</td>
-<td align="right">10,364</td>
+<td align="right">10,459</td>
-<td align="right">51.82%</td>
+<td align="right">52.30%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">F</td>
-<td align="right">9,636</td>
+<td align="right">9,541</td>
-<td align="right">48.18%</td>
+<td align="right">47.71%</td>
 <td align="right">20,000</td>
 <td align="right">100.00%</td>
 </tr>
@ -488,9 +488,9 @@ Longest: 1</p>
 <span><span class="co"># Basing inclusion on all antimicrobial results, using a points threshold of</span></span>
 <span><span class="co"># 2</span></span>
 <span><span class="co"># Including isolates from ICU.</span></span>
-<span><span class="co"># =&gt; Found 10,729 'phenotype-based' first isolates (53.6% of total where a</span></span>
+<span><span class="co"># =&gt; Found 10,686 'phenotype-based' first isolates (53.4% of total where a</span></span>
 <span><span class="co">#    microbial ID was available)</span></span></code></pre></div>
-<p>So only 53.6% 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>
+<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">
 <code class="sourceCode R"><span><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>
 <span>  <span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">first</span> <span class="op">==</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
@ -499,7 +499,7 @@ Longest: 1</p>
 <code class="sourceCode R"><span><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>
 <span>  <span class="fu"><a href="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></span>
 <span><span class="co"># Including isolates from ICU.</span></span></code></pre></div>
-<p>So we end up with 10,729 isolates for analysis. Now our data looks like:</p>
+<p>So we end up with 10,686 isolates for analysis. Now our data looks like:</p>
 <div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><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">data_1st</span><span class="op">)</span></span></code></pre></div>
 <table style="width:100%;" class="table">
@ -537,13 +537,45 @@ Longest: 1</p>
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="left">2</td>
+<td align="left">1</td>
-<td align="center">2014-12-30</td>
+<td align="center">2016-07-19</td>
-<td align="center">G6</td>
+<td align="center">D10</td>
 <td align="center">Hospital B</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">2</td>
 <td align="center">2016-10-24</td>
 <td align="center">H3</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">S</td>
 <td align="center">S</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="left">3</td>
 <td align="center">2013-03-15</td>
 <td align="center">D4</td>
 <td align="center">Hospital D</td>
 <td align="center">B_STRPT_PNMN</td>
-<td align="center">R</td>
+<td align="center">S</td>
-<td align="center">R</td>
+<td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">M</td>
@ -554,61 +586,29 @@ Longest: 1</p>
 </tr>
 <tr class="even">
 <td align="left">4</td>
-<td align="center">2016-04-15</td>
+<td align="center">2015-08-08</td>
-<td align="center">V2</td>
+<td align="center">N3</td>
-<td align="center">Hospital D</td>
+<td align="center">Hospital B</td>
-<td align="center">B_STPHY_AURS</td>
+<td align="center">B_ESCHR_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>
+<td align="center">M</td>
-<td align="center">Gram-positive</td>
+<td align="center">Gram-negative</td>
-<td align="center">Staphylococcus</td>
+<td align="center">Escherichia</td>
-<td align="center">aureus</td>
+<td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="left">6</td>
-<td align="center">2012-03-08</td>
+<td align="center">2013-06-30</td>
-<td align="center">E5</td>
+<td align="center">Y9</td>
 <td align="center">Hospital B</td>
 <td align="center">B_STPHY_AURS</td>
 <td align="center">R</td>
 <td align="center">S</td>
 <td align="center">R</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">7</td>
 <td align="center">2012-03-22</td>
 <td align="center">K6</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">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">8</td>
 <td align="center">2013-02-09</td>
 <td align="center">P4</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">S</td>
+<td align="center">R</td>
 <td align="center">S</td>
 <td align="center">F</td>
 <td align="center">Gram-negative</td>
@ -617,19 +617,19 @@ Longest: 1</p>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
-<td align="left">10</td>
+<td align="left">8</td>
-<td align="center">2014-06-11</td>
+<td align="center">2017-03-07</td>
-<td align="center">G9</td>
+<td align="center">Q1</td>
 <td align="center">Hospital B</td>
-<td align="center">B_STPHY_AURS</td>
+<td align="center">B_ESCHR_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>
+<td align="center">F</td>
-<td align="center">Gram-positive</td>
+<td align="center">Gram-negative</td>
-<td align="center">Staphylococcus</td>
+<td align="center">Escherichia</td>
-<td align="center">aureus</td>
+<td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 </tbody>
@ -653,8 +653,8 @@ Longest: 1</p>
 <code class="sourceCode R"><span><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></span></code></pre></div>
 <p><strong>Frequency table</strong></p>
 <p>Class: character<br>
-Length: 10,729<br>
+Length: 10,686<br>
-Available: 10,729 (100.0%, NA: 0 = 0.0%)<br>
+Available: 10,686 (100.0%, NA: 0 = 0.0%)<br>
 Unique: 4</p>
 <p>Shortest: 16<br>
 Longest: 24</p>
@ -671,33 +671,33 @@ Longest: 24</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">Escherichia coli</td>
-<td align="right">4,652</td>
+<td align="right">4,720</td>
-<td align="right">43.36%</td>
+<td align="right">44.17%</td>
-<td align="right">4,652</td>
+<td align="right">4,720</td>
-<td align="right">43.36%</td>
+<td align="right">44.17%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Staphylococcus aureus</td>
-<td align="right">2,729</td>
+<td align="right">2,738</td>
-<td align="right">25.44%</td>
+<td align="right">25.62%</td>
-<td align="right">7,381</td>
+<td align="right">7,458</td>
-<td align="right">68.79%</td>
+<td align="right">69.79%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Streptococcus pneumoniae</td>
-<td align="right">2,153</td>
+<td align="right">2,049</td>
-<td align="right">20.07%</td>
+<td align="right">19.17%</td>
-<td align="right">9,534</td>
+<td align="right">9,507</td>
-<td align="right">88.86%</td>
+<td align="right">88.97%</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
 <td align="left">Klebsiella pneumoniae</td>
-<td align="right">1,195</td>
+<td align="right">1,179</td>
-<td align="right">11.14%</td>
+<td align="right">11.03%</td>
-<td align="right">10,729</td>
+<td align="right">10,686</td>
 <td align="right">100.00%</td>
 </tr>
 </tbody>
@ -744,12 +744,12 @@ Longest: 24</p>
 </tr></thead>
 <tbody>
 <tr class="odd">
-<td align="center">2014-12-30</td>
+<td align="center">2013-03-15</td>
-<td align="center">G6</td>
+<td align="center">D4</td>
-<td align="center">Hospital B</td>
+<td align="center">Hospital D</td>
 <td align="center">B_STRPT_PNMN</td>
-<td align="center">R</td>
+<td align="center">S</td>
-<td align="center">R</td>
+<td align="center">S</td>
 <td align="center">S</td>
 <td align="center">R</td>
 <td align="center">M</td>
@ -759,23 +759,23 @@ Longest: 24</p>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
-<td align="center">2012-03-22</td>
+<td align="center">2010-01-01</td>
-<td align="center">K6</td>
+<td align="center">M2</td>
-<td align="center">Hospital C</td>
+<td align="center">Hospital B</td>
-<td align="center">B_STRPT_PNMN</td>
+<td align="center">B_KLBSL_PNMN</td>
 <td align="center">R</td>
 <td align="center">R</td>
 <td align="center">S</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">Gram-negative</td>
-<td align="center">Streptococcus</td>
+<td align="center">Klebsiella</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
-<td align="center">2013-08-11</td>
+<td align="center">2015-02-16</td>
-<td align="center">A1</td>
+<td align="center">B7</td>
 <td align="center">Hospital C</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">R</td>
@ -789,43 +789,13 @@ Longest: 24</p>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
-<td align="center">2012-05-02</td>
+<td align="center">2015-06-01</td>
-<td align="center">H8</td>
+<td align="center">D1</td>
 <td align="center">Hospital B</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">S</td>
 <td align="center">S</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>
 <tr class="odd">
 <td align="center">2010-06-19</td>
 <td align="center">Y9</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">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">2016-07-18</td>
 <td align="center">M1</td>
 <td align="center">Hospital D</td>
 <td align="center">B_ESCHR_COLI</td>
 <td align="center">R</td>
 <td align="center">I</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>
@ -833,6 +803,36 @@ Longest: 24</p>
 <td align="center">coli</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="odd">
 <td align="center">2015-05-09</td>
 <td align="center">D6</td>
 <td align="center">Hospital A</td>
 <td align="center">B_STRPT_PNMN</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">Streptococcus</td>
 <td align="center">pneumoniae</td>
 <td align="center">TRUE</td>
 </tr>
 <tr class="even">
 <td align="center">2011-02-23</td>
 <td align="center">I2</td>
 <td align="center">Hospital A</td>
 <td align="center">B_STRPT_PNMN</td>
 <td align="center">S</td>
 <td align="center">S</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>
@ -854,50 +854,50 @@ Longest: 24</p>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">AMX</td>
-<td align="center">2176</td>
+<td align="center">2211</td>
-<td align="center">119</td>
+<td align="center">120</td>
-<td align="center">2357</td>
+<td align="center">2389</td>
-<td align="center">4652</td>
+<td align="center">4720</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">AMC</td>
-<td align="center">3369</td>
+<td align="center">3448</td>
-<td align="center">148</td>
+<td align="center">174</td>
-<td align="center">1135</td>
+<td align="center">1098</td>
-<td align="center">4652</td>
+<td align="center">4720</td>
 </tr>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">CIP</td>
-<td align="center">3443</td>
+<td align="center">3483</td>
 <td align="center">0</td>
-<td align="center">1209</td>
+<td align="center">1237</td>
-<td align="center">4652</td>
+<td align="center">4720</td>
 </tr>
 <tr class="even">
 <td align="center">E. coli</td>
 <td align="center">GEN</td>
-<td align="center">4080</td>
+<td align="center">4124</td>
 <td align="center">0</td>
-<td align="center">572</td>
+<td align="center">596</td>
-<td align="center">4652</td>
+<td align="center">4720</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">1195</td>
+<td align="center">1179</td>
-<td align="center">1195</td>
+<td align="center">1179</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">AMC</td>
-<td align="center">948</td>
+<td align="center">946</td>
-<td align="center">45</td>
+<td align="center">31</td>
 <td align="center">202</td>
-<td align="center">1195</td>
+<td align="center">1179</td>
 </tr>
 </tbody>
 </table>
@ -920,34 +920,34 @@ Longest: 24</p>
 <tr class="odd">
 <td align="center">E. coli</td>
 <td align="center">GEN</td>
-<td align="center">4080</td>
+<td align="center">4124</td>
 <td align="center">0</td>
-<td align="center">572</td>
+<td align="center">596</td>
-<td align="center">4652</td>
+<td align="center">4720</td>
 </tr>
 <tr class="even">
 <td align="center">K. pneumoniae</td>
 <td align="center">GEN</td>
-<td align="center">1083</td>
+<td align="center">1076</td>
 <td align="center">0</td>
-<td align="center">112</td>
+<td align="center">103</td>
-<td align="center">1195</td>
+<td align="center">1179</td>
 </tr>
 <tr class="odd">
 <td align="center">S. aureus</td>
 <td align="center">GEN</td>
-<td align="center">2404</td>
+<td align="center">2428</td>
 <td align="center">0</td>
-<td align="center">325</td>
+<td align="center">310</td>
-<td align="center">2729</td>
+<td align="center">2738</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">2153</td>
+<td align="center">2049</td>
-<td align="center">2153</td>
+<td align="center">2049</td>
 </tr>
 </tbody>
 </table>
@ -961,7 +961,7 @@ 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><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>
-<span><span class="co"># [1] 0.5527076</span></span></code></pre></div>
+<span><span class="co"># [1] 0.5416433</span></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><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>
@ -975,19 +975,19 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Hospital A</td>
-<td align="center">0.5551059</td>
+<td align="center">0.5344992</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5576464</td>
+<td align="center">0.5487072</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5445860</td>
+<td align="center">0.5348558</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5464581</td>
+<td align="center">0.5449219</td>
 </tr>
 </tbody>
 </table>
@ -1008,23 +1008,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Hospital A</td>
-<td align="center">0.5551059</td>
+<td align="center">0.5344992</td>
-<td align="center">3212</td>
+<td align="center">3145</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital B</td>
-<td align="center">0.5576464</td>
+<td align="center">0.5487072</td>
-<td align="center">3773</td>
+<td align="center">3829</td>
 </tr>
 <tr class="odd">
 <td align="center">Hospital C</td>
-<td align="center">0.5445860</td>
+<td align="center">0.5348558</td>
-<td align="center">1570</td>
+<td align="center">1664</td>
 </tr>
 <tr class="even">
 <td align="center">Hospital D</td>
-<td align="center">0.5464581</td>
+<td align="center">0.5449219</td>
-<td align="center">2174</td>
+<td align="center">2048</td>
 </tr>
 </tbody>
 </table>
@ -1047,27 +1047,27 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="center">Escherichia</td>
-<td align="center">0.7560189</td>
+<td align="center">0.7673729</td>
-<td align="center">0.8770421</td>
+<td align="center">0.8737288</td>
-<td align="center">0.9804385</td>
+<td align="center">0.9779661</td>
 </tr>
 <tr class="even">
 <td align="center">Klebsiella</td>
-<td align="center">0.8309623</td>
+<td align="center">0.8286684</td>
-<td align="center">0.9062762</td>
+<td align="center">0.9126378</td>
-<td align="center">0.9866109</td>
+<td align="center">0.9838846</td>
 </tr>
 <tr class="odd">
 <td align="center">Staphylococcus</td>
-<td align="center">0.7805057</td>
+<td align="center">0.8027757</td>
-<td align="center">0.8809088</td>
+<td align="center">0.8867787</td>
-<td align="center">0.9783804</td>
+<td align="center">0.9788167</td>
 </tr>
 <tr class="even">
 <td align="center">Streptococcus</td>
-<td align="center">0.5332095</td>
+<td align="center">0.5451440</td>
 <td align="center">0.0000000</td>
-<td align="center">0.5332095</td>
+<td align="center">0.5451440</td>
 </tr>
 </tbody>
 </table>
@ -1092,23 +1092,23 @@ Longest: 24</p>
 <tbody>
 <tr class="odd">
 <td align="left">Hospital A</td>
-<td align="right">55.5%</td>
+<td align="right">53.4%</td>
-<td align="right">28.0%</td>
+<td align="right">25.3%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital B</td>
-<td align="right">55.8%</td>
+<td align="right">54.9%</td>
-<td align="right">27.5%</td>
+<td align="right">26.0%</td>
 </tr>
 <tr class="odd">
 <td align="left">Hospital C</td>
-<td align="right">54.5%</td>
+<td align="right">53.5%</td>
-<td align="right">27.8%</td>
+<td align="right">25.7%</td>
 </tr>
 <tr class="even">
 <td align="left">Hospital D</td>
-<td align="right">54.6%</td>
+<td align="right">54.5%</td>
-<td align="right">26.2%</td>
+<td align="right">27.0%</td>
 </tr>
 </tbody>
 </table>
@ -1206,18 +1206,18 @@ Longest: 24</p>
 <code class="sourceCode R"><span><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>
 <span><span class="va">mic_values</span></span>
 <span><span class="co"># Class &lt;mic&gt;</span></span>
-<span><span class="co">#   [1] 2       64      0.25    &gt;=256   4       0.025   128     0.125   2      </span></span>
+<span><span class="co">#   [1] &lt;=0.001 64      2       0.25    64      8       32      0.125   2      </span></span>
-<span><span class="co">#  [10] 0.25    32      32      2       0.25    32      0.125   16      32     </span></span>
+<span><span class="co">#  [10] 1       8       0.01    0.0625  8       &gt;=256   64      4       4      </span></span>
-<span><span class="co">#  [19] 0.025   1       16      0.01    64      8       32      128     2      </span></span>
+<span><span class="co">#  [19] 32      128     16      0.0625  0.0625  2       16      64      128    </span></span>
-<span><span class="co">#  [28] 1       2       0.002   0.01    2       0.25    0.002   0.01    1      </span></span>
+<span><span class="co">#  [28] 0.0625  &lt;=0.001 0.002   128     0.0625  128     64      16      0.002  </span></span>
-<span><span class="co">#  [37] 4       8       0.005   0.002   0.005   0.025   8       0.5     8      </span></span>
+<span><span class="co">#  [37] 0.002   64      0.01    0.002   1       0.125   1       0.01    32     </span></span>
-<span><span class="co">#  [46] 128     0.25    0.025   0.01    0.01    128     32      1       &lt;=0.001</span></span>
+<span><span class="co">#  [46] 0.002   0.0625  128     &gt;=256   2       16      0.5     0.005   0.125  </span></span>
-<span><span class="co">#  [55] 16      0.002   8       0.0625  0.125   64      0.125   0.0625  0.5    </span></span>
+<span><span class="co">#  [55] 0.005   64      16      16      4       0.01    8       1       0.005  </span></span>
-<span><span class="co">#  [64] 0.025   &lt;=0.001 128     0.01    0.01    1       0.002   &gt;=256   128    </span></span>
+<span><span class="co">#  [64] 4       0.002   32      64      0.125   &lt;=0.001 1       32      1      </span></span>
-<span><span class="co">#  [73] 0.005   32      0.25    0.002   0.25    0.5     0.5     16      16     </span></span>
+<span><span class="co">#  [73] 8       0.005   &gt;=256   32      0.5     64      0.01    8       &gt;=256  </span></span>
-<span><span class="co">#  [82] 2       64      0.005   2       0.025   2       32      0.005   0.0625 </span></span>
+<span><span class="co">#  [82] &gt;=256   0.0625  32      64      0.01    &lt;=0.001 128     0.025   0.5    </span></span>
-<span><span class="co">#  [91] &lt;=0.001 0.0625  64      0.002   0.025   0.005   64      0.002   1      </span></span>
+<span><span class="co">#  [91] 1       128     16      32      128     &lt;=0.001 4       0.002   &lt;=0.001</span></span>
-<span><span class="co"># [100] 32</span></span></code></pre></div>
+<span><span class="co"># [100] 2</span></span></code></pre></div>
 <div class="sourceCode" id="cb37"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># base R:</span></span>
 <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></span></code></pre></div>
@ -1246,10 +1246,10 @@ Longest: 24</p>
 <span><span class="co">#   coli). Run `mo_uncertainties()` to review this.</span></span>
 <span><span class="va">disk_values</span></span>
 <span><span class="co"># Class &lt;disk&gt;</span></span>
-<span><span class="co">#   [1] 21 31 26 23 25 28 30 26 17 25 18 25 17 26 22 27 19 20 31 23 20 20 19 24 18</span></span>
+<span><span class="co">#   [1] 19 21 22 30 19 24 27 19 25 31 29 25 30 17 22 31 20 27 20 24 28 23 30 31 31</span></span>
-<span><span class="co">#  [26] 25 28 29 18 17 27 29 31 17 20 18 18 18 30 26 26 31 25 27 26 31 19 21 22 25</span></span>
+<span><span class="co">#  [26] 30 23 19 29 20 17 20 25 21 25 29 17 17 18 24 21 24 18 17 24 21 18 20 23 29</span></span>
-<span><span class="co">#  [51] 31 26 30 20 25 31 18 18 17 31 20 24 26 20 26 23 17 27 17 24 21 22 23 24 31</span></span>
+<span><span class="co">#  [51] 26 25 30 27 23 24 18 22 27 31 24 25 22 27 23 18 18 22 17 19 31 30 25 24 19</span></span>
-<span><span class="co">#  [76] 17 21 22 22 19 25 23 28 18 28 25 18 17 17 18 23 29 28 20 31 19 30 27 28 17</span></span></code></pre></div>
+<span><span class="co">#  [76] 21 28 24 18 31 20 19 29 26 29 31 17 17 18 28 18 21 26 27 23 17 21 25 30 26</span></span></code></pre></div>
 <div class="sourceCode" id="cb43"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><span><span class="co"># base R:</span></span>
 <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></span></code></pre></div>
@ -1321,7 +1321,7 @@ Longest: 24</p>
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/AMR_files/figure-html/disk_plots-1.png
+++ b/articles/AMR_files/figure-html/disk_plots-1.png
--- a/articles/AMR_files/figure-html/disk_plots_mo_ab-1.png
+++ b/articles/AMR_files/figure-html/disk_plots_mo_ab-1.png
--- a/articles/AMR_files/figure-html/mic_plots-1.png
+++ b/articles/AMR_files/figure-html/mic_plots-1.png
--- a/articles/AMR_files/figure-html/mic_plots-2.png
+++ b/articles/AMR_files/figure-html/mic_plots-2.png
--- a/articles/AMR_files/figure-html/mic_plots_mo_ab-1.png
+++ b/articles/AMR_files/figure-html/mic_plots_mo_ab-1.png
--- a/articles/AMR_files/figure-html/mic_plots_mo_ab-2.png
+++ b/articles/AMR_files/figure-html/mic_plots_mo_ab-2.png
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/AMR_files/figure-html/plot
+++ b/articles/AMR_files/figure-html/plot
--- a/articles/EUCAST.html
+++ b/articles/EUCAST.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -378,7 +378,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/MDR.html
+++ b/articles/MDR.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -314,19 +314,19 @@ Unique: 2</p>
 <div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
 <code class="sourceCode R"><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">my_TB_data</span><span class="op">)</span></span>
 <span><span class="co">#   rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span></span>
-<span><span class="co"># 1          R         R            R          I            R            R</span></span>
+<span><span class="co"># 1          S         R            R          I            I            I</span></span>
-<span><span class="co"># 2          R         S            R          S            R            I</span></span>
+<span><span class="co"># 2          R         R            I          I            R            R</span></span>
-<span><span class="co"># 3          R         I            R          R            S            S</span></span>
+<span><span class="co"># 3          I         R            S          I            I            S</span></span>
-<span><span class="co"># 4          S         S            I          R            R            S</span></span>
+<span><span class="co"># 4          I         R            S          I            I            R</span></span>
-<span><span class="co"># 5          S         S            I          I            I            R</span></span>
+<span><span class="co"># 5          I         I            S          R            I            I</span></span>
-<span><span class="co"># 6          S         R            S          S            I            I</span></span>
+<span><span class="co"># 6          S         R            S          S            R            S</span></span>
 <span><span class="co">#   kanamycin</span></span>
-<span><span class="co"># 1         R</span></span>
+<span><span class="co"># 1         I</span></span>
 <span><span class="co"># 2         S</span></span>
-<span><span class="co"># 3         S</span></span>
+<span><span class="co"># 3         I</span></span>
-<span><span class="co"># 4         I</span></span>
+<span><span class="co"># 4         S</span></span>
-<span><span class="co"># 5         I</span></span>
+<span><span class="co"># 5         S</span></span>
-<span><span class="co"># 6         I</span></span></code></pre></div>
+<span><span class="co"># 6         S</span></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">
 <code class="sourceCode R"><span><span class="fu"><a href="../reference/mdro.html">mdro</a></span><span class="op">(</span><span class="va">my_TB_data</span>, guideline <span class="op">=</span> <span class="st">"TB"</span><span class="op">)</span></span></code></pre></div>
@ -357,40 +357,40 @@ Unique: 5</p>
 <tr class="odd">
 <td align="left">1</td>
 <td align="left">Mono-resistant</td>
-<td align="right">3163</td>
+<td align="right">3226</td>
-<td align="right">63.26%</td>
+<td align="right">64.52%</td>
-<td align="right">3163</td>
+<td align="right">3226</td>
-<td align="right">63.26%</td>
+<td align="right">64.52%</td>
 </tr>
 <tr class="even">
 <td align="left">2</td>
 <td align="left">Negative</td>
-<td align="right">1043</td>
+<td align="right">988</td>
-<td align="right">20.86%</td>
+<td align="right">19.76%</td>
-<td align="right">4206</td>
+<td align="right">4214</td>
-<td align="right">84.12%</td>
+<td align="right">84.28%</td>
 </tr>
 <tr class="odd">
 <td align="left">3</td>
 <td align="left">Multi-drug-resistant</td>
-<td align="right">442</td>
+<td align="right">440</td>
-<td align="right">8.84%</td>
+<td align="right">8.80%</td>
-<td align="right">4648</td>
+<td align="right">4654</td>
-<td align="right">92.96%</td>
+<td align="right">93.08%</td>
 </tr>
 <tr class="even">
 <td align="left">4</td>
 <td align="left">Poly-resistant</td>
-<td align="right">245</td>
+<td align="right">238</td>
-<td align="right">4.90%</td>
+<td align="right">4.76%</td>
-<td align="right">4893</td>
+<td align="right">4892</td>
-<td align="right">97.86%</td>
+<td align="right">97.84%</td>
 </tr>
 <tr class="odd">
 <td align="left">5</td>
 <td align="left">Extensively drug-resistant</td>
-<td align="right">107</td>
+<td align="right">108</td>
-<td align="right">2.14%</td>
+<td align="right">2.16%</td>
 <td align="right">5000</td>
 <td align="right">100.00%</td>
 </tr>
@ -410,7 +410,7 @@ Unique: 5</p>
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/PCA.html
+++ b/articles/PCA.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -305,7 +305,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/SPSS.html
+++ b/articles/SPSS.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -162,7 +162,7 @@
      <img src="../logo.svg" class="logo" alt=""><h1>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">28 August 2022</h4>
+            <h4 data-toc-skip class="date">29 August 2022</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="d-none name"><code>SPSS.Rmd</code></div>
@ -380,7 +380,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/WHONET.html
+++ b/articles/WHONET.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -379,7 +379,7 @@ Drug group: Beta-lactams/penicillins<br>
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/datasets.html
+++ b/articles/datasets.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -161,7 +161,7 @@
  <main id="main" class="col-md-9"><div class="page-header">
      <img src="../logo.svg" class="logo" alt=""><h1>Data sets for download / own use</h1>
-            <h4 data-toc-skip class="date">28 August 2022</h4>
+            <h4 data-toc-skip class="date">29 August 2022</h4>
      <small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/vignettes/datasets.Rmd" class="external-link"><code>vignettes/datasets.Rmd</code></a></small>
      <div class="d-none name"><code>datasets.Rmd</code></div>
@ -177,7 +177,7 @@
 </h2>
 <p>A data set with 70,764 rows and 16 columns, containing the following column names:<br><em>mo</em>, <em>fullname</em>, <em>kingdom</em>, <em>phylum</em>, <em>class</em>, <em>order</em>, <em>family</em>, <em>genus</em>, <em>species</em>, <em>subspecies</em>, <em>rank</em>, <em>ref</em>, <em>species_id</em>, <em>source</em>, <em>prevalence</em> and <em>snomed</em>.</p>
 <p>This data set is in R available as <code>microorganisms</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/microorganisms.rds" class="external-link">original R Data Structure (RDS) file</a> (1.3 MB)<br>
@ -403,7 +403,7 @@
 <p>A data set with 14,338 rows and 4 columns, containing the following column names:<br><em>fullname</em>, <em>fullname_new</em>, <em>ref</em> and <em>prevalence</em>.</p>
 <p><strong>Note:</strong> remember that the ‘ref’ columns contains the scientific reference to the old taxonomic entries, i.e. of column <em>‘fullname’</em>. For the scientific reference of the new names, i.e. of column <em>‘fullname_new’</em>, see the <code>microorganisms</code> data set.</p>
 <p>This data set is in R available as <code>microorganisms.old</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.old.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/microorganisms.old.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/microorganisms.old.rds" class="external-link">original R Data Structure (RDS) file</a> (0.2 MB)<br>
@ -473,7 +473,7 @@
 </h2>
 <p>A data set with 464 rows and 14 columns, containing the following column names:<br><em>ab</em>, <em>cid</em>, <em>name</em>, <em>group</em>, <em>atc</em>, <em>atc_group1</em>, <em>atc_group2</em>, <em>abbreviations</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em>, <em>iv_units</em> and <em>loinc</em>.</p>
 <p>This data set is in R available as <code>antibiotics</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/antibiotics.rds" class="external-link">original R Data Structure (RDS) file</a> (36 kB)<br>
@ -646,7 +646,7 @@
 </h2>
 <p>A data set with 102 rows and 9 columns, containing the following column names:<br><em>atc</em>, <em>cid</em>, <em>name</em>, <em>atc_group</em>, <em>synonyms</em>, <em>oral_ddd</em>, <em>oral_units</em>, <em>iv_ddd</em> and <em>iv_units</em>.</p>
 <p>This data set is in R available as <code>antivirals</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/antibiotics.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/antivirals.rds" class="external-link">original R Data Structure (RDS) file</a> (4 kB)<br>
@ -778,7 +778,7 @@
 </h2>
 <p>A data set with 20,369 rows and 11 columns, containing the following column names:<br><em>guideline</em>, <em>method</em>, <em>site</em>, <em>mo</em>, <em>rank_index</em>, <em>ab</em>, <em>ref_tbl</em>, <em>disk_dose</em>, <em>breakpoint_S</em>, <em>breakpoint_R</em> and <em>uti</em>.</p>
 <p>This data set is in R available as <code>rsi_translation</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/rsi_translation.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/rsi_translation.rds" class="external-link">original R Data Structure (RDS) file</a> (49 kB)<br>
@ -937,7 +937,7 @@
 </h2>
 <p>A data set with 134,956 rows and 2 columns, containing the following column names:<br><em>mo</em> and <em>ab</em>.</p>
 <p>This data set is in R available as <code>intrinsic_resistant</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/intrinsic_resistant.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/intrinsic_resistant.rds" class="external-link">original R Data Structure (RDS) file</a> (78 kB)<br>
@ -1209,7 +1209,7 @@
 </h2>
 <p>A data set with 169 rows and 9 columns, containing the following column names:<br><em>ab</em>, <em>name</em>, <em>type</em>, <em>dose</em>, <em>dose_times</em>, <em>administration</em>, <em>notes</em>, <em>original_txt</em> and <em>eucast_version</em>.</p>
 <p>This data set is in R available as <code>dosage</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/dosage.html">here</a>.</p>
 <p><strong>Direct download links:</strong></p>
 <ul>
 <li>Download as <a href="https://github.com/msberends/AMR/raw/main/data-raw/../data-raw/dosage.rds" class="external-link">original R Data Structure (RDS) file</a> (3 kB)<br>
@ -1326,7 +1326,7 @@
 </h2>
 <p>A data set with 2,000 rows and 46 columns, containing the following column names:<br><em>date</em>, <em>patient</em>, <em>age</em>, <em>gender</em>, <em>ward</em>, <em>mo</em>, <em>PEN</em>, <em>OXA</em>, <em>FLC</em>, <em>AMX</em>, <em>AMC</em>, <em>AMP</em>, <em>TZP</em>, <em>CZO</em>, <em>FEP</em>, <em>CXM</em>, <em>FOX</em>, <em>CTX</em>, <em>CAZ</em>, <em>CRO</em>, <em>GEN</em>, <em>TOB</em>, <em>AMK</em>, <em>KAN</em>, <em>TMP</em>, <em>SXT</em>, <em>NIT</em>, <em>FOS</em>, <em>LNZ</em>, <em>CIP</em>, <em>MFX</em>, <em>VAN</em>, <em>TEC</em>, <em>TCY</em>, <em>TGC</em>, <em>DOX</em>, <em>ERY</em>, <em>CLI</em>, <em>AZM</em>, <em>IPM</em>, <em>MEM</em>, <em>MTR</em>, <em>CHL</em>, <em>COL</em>, <em>MUP</em> and <em>RIF</em>.</p>
 <p>This data set is in R available as <code>example_isolates</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates.html">here</a>.</p>
 <div class="section level3">
 <h3 id="source-7">Source<a class="anchor" aria-label="anchor" href="#source-7"></a>
 </h3>
@ -1731,7 +1731,7 @@
 </h2>
 <p>A data set with 3,000 rows and 8 columns, containing the following column names:<br><em>patient_id</em>, <em>hospital</em>, <em>date</em>, <em>bacteria</em>, <em>AMX</em>, <em>AMC</em>, <em>CIP</em> and <em>GEN</em>.</p>
 <p>This data set is in R available as <code>example_isolates_unclean</code>, after you load the <code>AMR</code> package.</p>
-<p>It was last updated on 28 August 2022 20:39:17 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
+<p>It was last updated on 29 August 2022 07:59:26 UTC. Find more info about the structure of this data set <a href="https://msberends.github.io/AMR/reference/example_isolates_unclean.html">here</a>.</p>
 <div class="section level3">
 <h3 id="source-8">Source<a class="anchor" aria-label="anchor" href="#source-8"></a>
 </h3>
@ -1829,7 +1829,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/index.html
+++ b/articles/index.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -156,7 +156,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/articles/resistance_predict.html
+++ b/articles/resistance_predict.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -321,7 +321,7 @@
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-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/articles/welcome_to_AMR.html
+++ b/articles/welcome_to_AMR.html
@ -38,7 +38,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -209,7 +209,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/authors.html
+++ b/authors.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -251,7 +251,7 @@ Antimicrobial Resistance Data. Journal of Statistical Software (accepted for pub
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/index.html
+++ b/index.html
@ -44,7 +44,7 @@
    <a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -508,7 +508,7 @@
 <h3 id="partners">Partners<a class="anchor" aria-label="anchor" href="#partners"></a>
 </h3>
 <p>The development of this package is part of, related to, or made possible by:</p>
-<div align="center"><p><a href="https://www.rug.nl" title="University of Groningen" class="external-link"><img src="./logo_rug.png" class="partner_logo"></a> <a href="https://www.umcg.nl" title="University Medical Center Groningen" class="external-link"><img src="./logo_umcg.png" class="partner_logo"></a> <a href="https://www.certe.nl" title="Certe Medical Diagnostics and Advice Foundation" class="external-link"><img src="./logo_certe.png" class="partner_logo"></a> <a href="https://www.deutschland-nederland.eu" title="EurHealth-1-Health" class="external-link"><img src="./logo_eh1h.png" class="partner_logo"></a> <a href="https://www.deutschland-nederland.eu" title="INTERREG" class="external-link"><img src="./logo_interreg.png" class="partner_logo"></a></p></div>
+<div align="center"><p><a href="https://www.rug.nl" title="University of Groningen" class="external-link"><img src="./logo_rug.svg" style="max-width: 200px;"></a> <a href="https://www.umcg.nl" title="University Medical Center Groningen" class="external-link"><img src="./logo_umcg.png" style="max-width: 200px;"></a> <a href="https://www.certe.nl" title="Certe Medical Diagnostics and Advice Foundation" class="external-link"><img src="./logo_certe.png" style="max-width: 200px;"></a> <a href="https://www.deutschland-nederland.eu" title="EurHealth-1-Health" class="external-link"><img src="./logo_eh1h.png" style="max-width: 200px;"></a> <a href="https://www.deutschland-nederland.eu" title="INTERREG" class="external-link"><img src="./logo_interreg.png" style="max-width: 200px;"></a></p></div>
 </div>
 <div class="section level3">
 <h3 id="copyright">Copyright<a class="anchor" aria-label="anchor" href="#copyright"></a>
@ -582,7 +582,7 @@
 <div class="pkgdown-footer-right">
  <p></p>
-<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+<p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer>
--- a/logo_rug.png
+++ b/logo_rug.png
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+++ b/logo_rug.svg
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 </svg>
--- a/news/index.html
+++ b/news/index.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -127,16 +127,16 @@
    </div>
    <div class="section level2">
-<h2 class="pkg-version" data-toc-text="1.8.1.9045" id="amr-1819045">AMR 1.8.1.9045<a class="anchor" aria-label="anchor" href="#amr-1819045"></a></h2>
+<h2 class="pkg-version" data-toc-text="1.8.1.9046" id="amr-1819046">AMR 1.8.1.9046<a class="anchor" aria-label="anchor" href="#amr-1819046"></a></h2>
 <div class="section level4">
-<h4 id="new-1-8-1-9045">New<a class="anchor" aria-label="anchor" href="#new-1-8-1-9045"></a></h4>
+<h4 id="new-1-8-1-9046">New<a class="anchor" aria-label="anchor" href="#new-1-8-1-9046"></a></h4>
 <ul><li>EUCAST 2022 and CLSI 2022 guidelines have been added for <code><a href="../reference/as.rsi.html">as.rsi()</a></code>. EUCAST 2022 is now the new default guideline for all MIC and disks diffusion interpretations.</li>
 <li>Support for <code>data.frame</code>-enhancing R packages, more specifically: <code>data.table</code>, <code>tibble</code>, and <code>tsibble</code>. AMR package functions that have a data set as output (such as <code><a href="../reference/proportion.html">rsi_df()</a></code> and <code><a href="../reference/bug_drug_combinations.html">bug_drug_combinations()</a></code>), will now return the same data type as the input. Furthermore, all our data sets are now in <code>tibble</code> format.</li>
 <li>Our data sets are now also continually exported to Apache Feather and Apache Parquet formats. You can find more info <a href="https://msberends.github.io/AMR/articles/datasets.html">in this article on our website</a>.</li>
 <li>Support for the following languages: Chinese, Greek, Japanese, Polish, Turkish and Ukrainian. We are very grateful for the valuable input by our colleagues from other countries. The <code>AMR</code> package is now available in 16 languages.</li>
 </ul></div>
 <div class="section level4">
-<h4 id="changed-1-8-1-9045">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-1-9045"></a></h4>
+<h4 id="changed-1-8-1-9046">Changed<a class="anchor" aria-label="anchor" href="#changed-1-8-1-9046"></a></h4>
 <ul><li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on certain EUCAST breakpoints for MIC values</li>
 <li>Fix for using <code><a href="../reference/as.rsi.html">as.rsi()</a></code> on <code>NA</code> values (e.g. <code>as.rsi(as.disk(NA), ...)</code>)</li>
 <li>Removed <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> for MIC values, since MIC are not integer values and running <code><a href="https://rdrr.io/r/base/table.html" class="external-link">table()</a></code> on MIC values consequently failed for not being able to retrieve the level position (as that’s how normally <code><a href="https://rdrr.io/r/base/integer.html" class="external-link">as.integer()</a></code> on <code>factor</code>s work)</li>
@ -159,7 +159,7 @@
 <li>Fix for using <code><a href="../reference/ab_property.html">ab_atc()</a></code> on non-existing ATC codes</li>
 </ul></div>
 <div class="section level4">
-<h4 id="other-1-8-1-9045">Other<a class="anchor" aria-label="anchor" href="#other-1-8-1-9045"></a></h4>
+<h4 id="other-1-8-1-9046">Other<a class="anchor" aria-label="anchor" href="#other-1-8-1-9046"></a></h4>
 <ul><li>New website to make use of the new Bootstrap 5 and pkgdown v2.0. The website now contains results for all examples and will be automatically regenerated with every change to our repository, using GitHub Actions</li>
 <li>Added Peter Dutey-Magni and Anton Mymrikov as contributors, to thank them for their valuable input</li>
 <li>Set up Git Large File Storage (Git LFS) for the large SAS and SPSS file formats</li>
@ -1879,7 +1879,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/pkgdown.yml
+++ b/pkgdown.yml
@ -11,7 +11,7 @@ articles:
  datasets: datasets.html
  resistance_predict: resistance_predict.html
  welcome_to_AMR: welcome_to_AMR.html
-last_built: 2022-08-28T20:41Z
+last_built: 2022-08-29T08:02Z
 urls:
  reference: https://msberends.github.io/AMR/reference
  article: https://msberends.github.io/AMR/articles
--- a/reference/AMR-deprecated.html
+++ b/reference/AMR-deprecated.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -141,7 +141,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/AMR.html
+++ b/reference/AMR.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -186,7 +186,7 @@ The Netherlands
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/Rplot005.png
+++ b/reference/Rplot005.png
--- a/reference/Rplot006.png
+++ b/reference/Rplot006.png
--- a/reference/Rplot007.png
+++ b/reference/Rplot007.png
--- a/reference/Rplot008.png
+++ b/reference/Rplot008.png
--- a/reference/Rplot009.png
+++ b/reference/Rplot009.png
--- a/reference/WHOCC.html
+++ b/reference/WHOCC.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -166,7 +166,7 @@ This package contains <strong>all ~550 antibiotic, antimycotic and antiviral dru
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/WHONET.html
+++ b/reference/WHONET.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 500 observations and 53 variables:</p><ul><li><p><code>Identification number</code><br> ID of the sample</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 500 observations and 53 variables:</p><ul><li><p><code>Identification number</code><br> ID of the sample</p></li>
 <li><p><code>Specimen number</code><br> ID of the specimen</p></li>
 <li><p><code>Organism</code><br> Name of the microorganism. Before analysis, you should transform this to a valid microbial class, using <code><a href="as.mo.html">as.mo()</a></code>.</p></li>
 <li><p><code>Country</code><br> Country of origin</p></li>
@ -204,7 +204,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/ab_from_text.html
+++ b/reference/ab_from_text.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -288,7 +288,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/ab_property.html
+++ b/reference/ab_property.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -495,7 +495,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/age.html
+++ b/reference/age.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -190,16 +190,16 @@
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="va">df</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    birth_date age age_exact age_at_y2k</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1982-03-20  40  40.44110         17</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 1  1948-07-12  74  74.13151         51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1996-11-03  25  25.81644          3</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 2  1948-04-22  74  74.35342         51</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1970-05-07  52  52.30959         29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 3  1980-01-02  42  42.65479         19</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1970-11-29  51  51.74521         29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 4  1976-12-28  45  45.66849         23</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1934-01-13  88  88.62192         65</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 5  1974-05-24  48  48.26575         25</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1953-11-17  68  68.77808         46</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 6  1940-07-01  82  82.16164         59</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1970-08-02  52  52.07123         29</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 7  1967-07-22  55  55.10411         32</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1965-04-20  57  57.35616         34</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 8  1939-09-26  82  82.92329         60</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1943-07-28  79  79.08493         56</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 9  1942-07-20  80  80.10959         57</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1992-11-12  29  29.79178          7</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1993-11-03  28  28.81918          6</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
@ -211,7 +211,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/age_groups.html
+++ b/reference/age_groups.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -240,7 +240,7 @@ The default is to split on young children (0-11), youth (12-24), young adults (2
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/antibiotic_class_selectors.html
+++ b/reference/antibiotic_class_selectors.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -986,7 +986,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/antibiotics.html
+++ b/reference/antibiotics.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -142,7 +142,7 @@
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
 <div class="section">
-<h3 id="for-the-antibiotics-data-set-a-tibbletibble-tibble-with-observations-and-variables-">For the antibiotics data set: a [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 464 observations and 14 variables:<a class="anchor" aria-label="anchor" href="#for-the-antibiotics-data-set-a-tibbletibble-tibble-with-observations-and-variables-"></a></h3>
+<h3 id="for-the-antibiotics-data-set-a-tibble-with-observations-and-variables-">For the antibiotics data set: a <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 464 observations and 14 variables:<a class="anchor" aria-label="anchor" href="#for-the-antibiotics-data-set-a-tibble-with-observations-and-variables-"></a></h3>
 <ul><li><p><code>ab</code><br> Antibiotic ID as used in this package (such as <code>AMC</code>), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available</p></li>
 <li><p><code>cid</code><br> Compound ID as found in PubChem</p></li>
@ -161,7 +161,7 @@
 </ul></div>
 <div class="section">
-<h3 id="for-the-antivirals-data-set-a-tibbletibble-tibble-with-observations-and-variables-">For the antivirals data set: a [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 102 observations and 9 variables:<a class="anchor" aria-label="anchor" href="#for-the-antivirals-data-set-a-tibbletibble-tibble-with-observations-and-variables-"></a></h3>
+<h3 id="for-the-antivirals-data-set-a-tibble-with-observations-and-variables-">For the antivirals data set: a <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 102 observations and 9 variables:<a class="anchor" aria-label="anchor" href="#for-the-antivirals-data-set-a-tibble-with-observations-and-variables-"></a></h3>
 <ul><li><p><code>atc</code><br> ATC codes (Anatomical Therapeutic Chemical) as defined by the WHOCC</p></li>
 <li><p><code>cid</code><br> Compound ID as found in PubChem</p></li>
@ -253,7 +253,7 @@ This package contains <strong>all ~550 antibiotic, antimycotic and antiviral dru
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/as.ab.html
+++ b/reference/as.ab.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -296,7 +296,7 @@ This package contains <strong>all ~550 antibiotic, antimycotic and antiviral dru
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/as.disk.html
+++ b/reference/as.disk.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -241,7 +241,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/as.mic.html
+++ b/reference/as.mic.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -293,7 +293,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/as.mo.html
+++ b/reference/as.mo.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -435,7 +435,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/as.rsi.html
+++ b/reference/as.rsi.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -745,7 +745,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/atc_online.html
+++ b/reference/atc_online.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -231,7 +231,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/availability.html
+++ b/reference/availability.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -267,7 +267,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/bug_drug_combinations.html
+++ b/reference/bug_drug_combinations.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -315,7 +315,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/catalogue_of_life.html
+++ b/reference/catalogue_of_life.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -163,7 +163,7 @@ Function <code><a href="as.mo.html">as.mo()</a></code> to use the data for intel
    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># Get version info of included data set</span></span></span>
 <span class="r-in"><span><span class="fu"><a href="catalogue_of_life_version.html">catalogue_of_life_version</a></span><span class="op">(</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Included in this AMR package (v1.8.1.9045) are:</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Included in this AMR package (v1.8.1.9046) are:</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Catalogue of Life: 2019 Annual Checklist</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   Available at: http://www.catalogueoflife.org</span>
@ -217,7 +217,7 @@ Function <code><a href="as.mo.html">as.mo()</a></code> to use the data for intel
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/catalogue_of_life_version.html
+++ b/reference/catalogue_of_life_version.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -168,7 +168,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/count.html
+++ b/reference/count.html
@ -12,7 +12,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -372,7 +372,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/custom_eucast_rules.html
+++ b/reference/custom_eucast_rules.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -303,7 +303,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/dosage.html
+++ b/reference/dosage.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 169 observations and 9 variables:</p><ul><li><p><code>ab</code><br> Antibiotic ID as used in this package (such as <code>AMC</code>), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 169 observations and 9 variables:</p><ul><li><p><code>ab</code><br> Antibiotic ID as used in this package (such as <code>AMC</code>), using the official EARS-Net (European Antimicrobial Resistance Surveillance Network) codes where available</p></li>
 <li><p><code>name</code><br> Official name of the antimicrobial agent as used by WHONET/EARS-Net or the WHO</p></li>
 <li><p><code>type</code><br> Type of the dosage, either "high_dosage", "standard_dosage" or "uncomplicated_uti"</p></li>
 <li><p><code>dose</code><br> Dose, such as "2 g" or "25 mg/kg"</p></li>
@ -188,7 +188,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/eucast_rules.html
+++ b/reference/eucast_rules.html
@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -398,7 +398,7 @@ Leclercq et al. <strong>EUCAST expert rules in antimicrobial susceptibility test
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/example_isolates.html
+++ b/reference/example_isolates.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 2,000 observations and 46 variables:</p><ul><li><p><code>date</code><br> Date of receipt at the laboratory</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 2,000 observations and 46 variables:</p><ul><li><p><code>date</code><br> Date of receipt at the laboratory</p></li>
 <li><p><code>patient</code><br> ID of the patient</p></li>
 <li><p><code>age</code><br> Age of the patient</p></li>
 <li><p><code>gender</code><br> Gender of the patient, either "F" or "M"</p></li>
@ -185,7 +185,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/example_isolates_unclean.html
+++ b/reference/example_isolates_unclean.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 3,000 observations and 8 variables:</p><ul><li><p><code>patient_id</code><br> ID of the patient</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 3,000 observations and 8 variables:</p><ul><li><p><code>patient_id</code><br> ID of the patient</p></li>
 <li><p><code>date</code><br> date of receipt at the laboratory</p></li>
 <li><p><code>hospital</code><br> ID of the hospital, from A to C</p></li>
 <li><p><code>bacteria</code><br> info about microorganism that can be transformed with <code><a href="as.mo.html">as.mo()</a></code>, see also <a href="microorganisms.html">microorganisms</a></p></li>
@ -177,7 +177,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/figures/logo_rug.png
+++ b/reference/figures/logo_rug.png
--- a/reference/figures/logo_rug.svg
+++ b/reference/figures/logo_rug.svg
@ -0,0 +1,274 @@
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--- a/reference/first_isolate.html
+++ b/reference/first_isolate.html
@ -12,7 +12,7 @@
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 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/g.test.html
+++ b/reference/g.test.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -309,7 +309,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/get_episode.html
+++ b/reference/get_episode.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -177,40 +177,42 @@
 <span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_len</a></span><span class="op">(</span><span class="fl">2000</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">200</span><span class="op">)</span>, <span class="op">]</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] 56 61 60 30 16 51 17  7  8  2 14 22 30 19 38 31 30 47 27 23 10 58 41 64 15</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] 31  3 57 44  3 12 59  6  2 52 18 35 56 59 21 41 52  6 51 45 16  4  7 51 56</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [26] 39  9 28 40 35 37 57  4 10 29 61 53  2 56 27 56 13 62 28 46  9 45 43  4 16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [26] 20 50  9 59 41  5  5 27  7  8 43 44 16 57  1 60 33 23  7 40 63 18 59 32 39</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 53 52  6 18 35 57  8 48 10 18 11 26 31 40 34 17 19 18 32 17  1 39  9  5 25</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [51] 42 31  7  6 60  2 48 58 41 40 12 59 55 24 40 17 60 37 16  9 47 56 51 17  9</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [76]  5 51 52 33 45 14  4 12  6 38 62  7  9  9 45 49 40 33 30 12 13  4 47 39 60</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [76] 15 26 14 40 38 14  9 59 59 15  6 11 18 36 18 55 60  3 40 59 12 53 36 43 44</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 60 20  8  2 13 51 57 62 36 38 34 38 14 16  1 54 42 28 59 23 29  3 36 43  8</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 34 21 10 31 44 33 39 12 44 55 11 34 46 20  9 33 52 30 29 59  3 26 21 36 40</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 27  9 48  1 40  9 24 57 22 59 33  7 30  7 60 32 37 36 13 35 10 32 49 41 62</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 43 36 58  9 52 17 61  6 48 22 28  8 41 52 27 45 46 63 19 58 46 44 27 13  9</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 30  8 19 26 44 24 46 63 47 56 54 22 33 50 30 55 49 12 55 57 50 24  9 54 27</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 25 22 54 23 36 50  5 14 39 56 57 26 60 36 30 62 16 44 49  4  5  8 34 47 16</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 30 40 26 58 39  9 58 25 13 60 21 44 39 26 28 41 29 35 10 18  3 46 38 61 20</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 27 16 52 52 49 26 23 59 29 29 31 62 12 30 62 10 28 57 15 37 26 20 31 50  1</span>
 <span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># TRUE/FALSE</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] FALSE  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>   [1] FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [13] FALSE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [25]  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [25]  TRUE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE  TRUE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [37]  TRUE FALSE FALSE  TRUE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [37] FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [49]  TRUE FALSE FALSE  TRUE  TRUE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [49]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [61]  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [61] FALSE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [73] FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE  TRUE  TRUE FALSE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [73]  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [85]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [85]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [97] FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [97]  TRUE FALSE  TRUE FALSE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [109]  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE  TRUE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [121]  TRUE  TRUE FALSE  TRUE  TRUE FALSE  TRUE  TRUE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [121] FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [133]  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE FALSE  TRUE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE FALSE  TRUE  TRUE  TRUE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [145]  TRUE  TRUE FALSE  TRUE  TRUE FALSE  TRUE FALSE  TRUE FALSE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE  TRUE  TRUE FALSE  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE  TRUE  TRUE FALSE  TRUE FALSE FALSE  TRUE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [169]  TRUE FALSE FALSE FALSE FALSE  TRUE FALSE FALSE FALSE  TRUE FALSE FALSE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE  TRUE FALSE FALSE  TRUE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE FALSE FALSE FALSE  TRUE  TRUE FALSE FALSE  TRUE</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [193]  TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE FALSE  TRUE FALSE  TRUE  TRUE  TRUE  TRUE</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
 <span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 2 × 46</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 4 × 46</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   date       patient   age gender ward     mo           PEN   OXA   FLC   AMX  </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>  <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span> <span style="color: #949494; font-style: italic;">&lt;rsi&gt;</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-08-19 A49852     70 M      Clinical B_ESCHR_COLI R     NA    NA    NA   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-11-16 762305     87 F      Clinical B_BCTRD_FRGL R     NA    NA    R    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-10-14 FCC668     54 F      ICU      B_STRPT_PNMN S     NA    NA    S    </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-10-14 FCC668     54 F      ICU      B_ACNTB      R     NA    NA    NA   </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2002-10-20 F35553     51 M      ICU      B_STPHY_AURS S     NA    S     NA   </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2002-11-21 450741     77 F      ICU      B_STPHY_EPDR R     NA    S     NA   </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;rsi&gt;, AMP &lt;rsi&gt;, TZP &lt;rsi&gt;, CZO &lt;rsi&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   FEP &lt;rsi&gt;, CXM &lt;rsi&gt;, FOX &lt;rsi&gt;, CTX &lt;rsi&gt;, CAZ &lt;rsi&gt;, CRO &lt;rsi&gt;,</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;">#   GEN &lt;rsi&gt;, TOB &lt;rsi&gt;, AMK &lt;rsi&gt;, KAN &lt;rsi&gt;, TMP &lt;rsi&gt;, SXT &lt;rsi&gt;,</span></span>
@ -246,16 +248,16 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   condition [3]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    patient date       condition new_episode</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 329C35  2016-04-02 C         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 291882  2010-05-01 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 694764  2017-03-30 A         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 762305  2002-11-16 A         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 4B1971  2017-01-13 A         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 644292  2016-10-26 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> B65162  2008-12-29 C         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> B86399  2013-08-13 B         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> B338BC  2005-07-02 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> FCC668  2002-10-14 C         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> F67089  2014-10-24 B         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> F41D7B  2005-01-12 A         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 969581  2005-10-18 B         TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> CD8C33  2017-02-25 C         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> F35553  2003-08-13 C         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> A59636  2003-07-24 A         FALSE      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 82C90B  2003-09-19 C         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> E52286  2002-05-16 A         TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D10443  2002-04-26 C         FALSE      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> B6F683  2015-11-15 A         FALSE      </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -267,19 +269,19 @@
 <span class="r-in"><span>    <span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 5</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   ward, patient [189]</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   ward, patient [183]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    ward       date       patient new_index new_logical</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;date&gt;</span>     <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>       <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2016-04-02 329C35          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical   2010-05-01 291882          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> ICU      2017-03-30 694764          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical   2002-11-16 762305          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> ICU      2017-01-13 4B1971          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> ICU        2016-10-26 644292          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2008-12-29 B65162          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> ICU        2013-08-13 B86399          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2005-07-02 B338BC          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> ICU        2002-10-14 FCC668          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2014-10-24 F67089          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> ICU        2005-01-12 F41D7B          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2005-10-18 969581          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical   2017-02-25 CD8C33          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> ICU      2003-08-13 F35553          2 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical   2003-07-24 A59636          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2003-09-19 82C90B          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical   2002-05-16 E52286          1 TRUE       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2002-04-26 D10443          1 TRUE       </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Outpatient 2015-11-15 B6F683          1 TRUE       </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -294,9 +296,9 @@
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 5</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   ward       n_patients n_episodes_365 n_episodes_60 n_episodes_30</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>           <span style="color: #949494; font-style: italic;">&lt;int&gt;</span>          <span style="color: #949494; font-style: italic;">&lt;int&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;int&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical          117             14            52            63</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical          102             13            47            71</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                59             14            39            50</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU                65             13            40            48</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         13              8            12            13</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient         16              8            14            15</span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span>  <span class="co"># grouping on patients and microorganisms leads to the same</span></span></span>
@ -326,19 +328,19 @@
 <span class="r-in"><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="fu"><a href="https://dplyr.tidyverse.org/reference/group_data.html" class="external-link">group_vars</a></span><span class="op">(</span><span class="va">.</span><span class="op">)</span>, <span class="va">flag_episode</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 4</span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   patient, mo, ward [191]</span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups:   patient, mo, ward [193]</span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    patient mo           ward       flag_episode</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span>    <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>   <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span>         <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span>      <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span>       </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 329C35  B_ESCHR_COLI Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 291882  B_STPHY_EPDR Clinical   TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 694764  B_STPHY_HMNS ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 762305  B_BCTRD_FRGL Clinical   TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 4B1971  B_ESCHR_COLI ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 644292  B_STPHY_AURS ICU        TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> B65162  B_STRPT_PNMN Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> B86399  B_LISTR_MNCY ICU        TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> B338BC  B_ENTRC      Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> FCC668  B_ACNTB      ICU        TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> F67089  B_STPHY_AURS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> F41D7B  B_STRPT_PNMN ICU        TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 969581  B_STPHY_CONS Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> CD8C33  B_STPHY_HMNS Clinical   TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> F35553  B_ENTRC_FCLS ICU      TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> A59636  B_STPHY_AURS Clinical   TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 82C90B  B_STPHY_EPDR Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> E52286  B_STPHY_AURS Clinical   TRUE        </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D10443  B_KLBSL_PNMN Clinical TRUE        </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> B6F683  B_STPHY_HMNS Outpatient TRUE        </span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
@ -352,7 +354,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/ggplot_pca.html
+++ b/reference/ggplot_pca.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -471,7 +471,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/ggplot_rsi.html
+++ b/reference/ggplot_rsi.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -439,7 +439,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/guess_ab_col.html
+++ b/reference/guess_ab_col.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -167,7 +167,7 @@
    </div>
    <div class="section level2">
    <h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
-    <p>You can look for an antibiotic (trade) name or abbreviation and it will search <code>x</code> and the <a href="antibiotics.html">antibiotics</a> data set for any column containing a name or code of that antibiotic. <strong>Longer columns names take precedence over shorter column names.</strong></p>
+    <p>You can look for an antibiotic (trade) name or abbreviation and it will search <code>x</code> and the <a href="antibiotics.html">antibiotics</a> data set for any column containing a name or code of that antibiotic.</p>
    </div>
    <div class="section level2">
@ -179,10 +179,8 @@
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"amoxicillin"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "amox"</span>
 <span class="r-in"><span><span class="co"># [1] "amox"</span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"J01AA07"</span><span class="op">)</span> <span class="co"># ATC code of tetracycline</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "tetr"</span>
 <span class="r-in"><span><span class="co"># [1] "tetr"</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"J01AA07"</span>, verbose <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
 <span class="r-msg co"><span class="r-pr">#&gt;</span> Auto-guessing columns suitable for analysis</span>
@ -193,7 +191,6 @@
 <span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Using column 'tetr' as input for J01AA07 (tetracycline).</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "tetr"</span>
 <span class="r-in"><span><span class="co"># NOTE: Using column 'tetr' as input for J01AA07 (tetracycline).</span></span></span>
 <span class="r-in"><span><span class="co"># [1] "tetr"</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># WHONET codes</span></span></span>
 <span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
@ -202,22 +199,10 @@
 <span class="r-in"><span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"ampicillin"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "AMP_ND10"</span>
 <span class="r-in"><span><span class="co"># [1] "AMP_ND10"</span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"J01CR02"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "AMC_ED20"</span>
 <span class="r-in"><span><span class="co"># [1] "AMC_ED20"</span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="fu"><a href="as.ab.html">as.ab</a></span><span class="op">(</span><span class="st">"augmentin"</span><span class="op">)</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "AMC_ED20"</span>
 <span class="r-in"><span><span class="co"># [1] "AMC_ED20"</span></span></span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># Longer names take precendence:</span></span></span>
 <span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
 <span class="r-in"><span>  AMP_ED2 <span class="op">=</span> <span class="st">"S"</span>,</span></span>
 <span class="r-in"><span>  AMP_ED20 <span class="op">=</span> <span class="st">"S"</span></span></span>
 <span class="r-in"><span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="fu">guess_ab_col</span><span class="op">(</span><span class="va">df</span>, <span class="st">"ampicillin"</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [1] "AMP_ED2"</span>
 <span class="r-in"><span><span class="co"># [1] "AMP_ED20"</span></span></span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
@ -229,7 +214,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/index.html
+++ b/reference/index.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -488,7 +488,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/intrinsic_resistant.html
+++ b/reference/intrinsic_resistant.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 134,956 observations and 2 variables:</p><ul><li><p><code>mo</code><br> Microorganism ID</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 134,956 observations and 2 variables:</p><ul><li><p><code>mo</code><br> Microorganism ID</p></li>
 <li><p><code>ab</code><br> Antibiotic ID</p></li>
 </ul></div>
    <div class="section level2">
@ -181,7 +181,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/italicise_taxonomy.html
+++ b/reference/italicise_taxonomy.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -175,7 +175,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/join.html
+++ b/reference/join.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -256,7 +256,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/key_antimicrobials.html
+++ b/reference/key_antimicrobials.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -294,7 +294,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/kurtosis.html
+++ b/reference/kurtosis.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -167,9 +167,9 @@
    <div class="section level2">
    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.879763</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 3.004254</span>
 <span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span>, excess <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01332259</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.07839509</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
@ -181,7 +181,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/like.html
+++ b/reference/like.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -265,7 +265,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/mdro.html
+++ b/reference/mdro.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -355,7 +355,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/microorganisms.codes.html
+++ b/reference/microorganisms.codes.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 5,604 observations and 2 variables:</p><ul><li><p><code>code</code><br> Commonly used code of a microorganism</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 5,604 observations and 2 variables:</p><ul><li><p><code>code</code><br> Commonly used code of a microorganism</p></li>
 <li><p><code>mo</code><br> ID of the microorganism in the <a href="microorganisms.html">microorganisms</a> data set</p></li>
 </ul></div>
    <div class="section level2">
@ -186,7 +186,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/microorganisms.html
+++ b/reference/microorganisms.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 70,764 observations and 16 variables:</p><ul><li><p><code>mo</code><br> ID of microorganism as used by this package</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 70,764 observations and 16 variables:</p><ul><li><p><code>mo</code><br> ID of microorganism as used by this package</p></li>
 <li><p><code>fullname</code><br> Full name, like <code>"Escherichia coli"</code></p></li>
 <li><p><code>kingdom</code>, <code>phylum</code>, <code>class</code>, <code>order</code>, <code>family</code>, <code>genus</code>, <code>species</code>, <code>subspecies</code><br> Taxonomic rank of the microorganism</p></li>
 <li><p><code>rank</code><br> Text of the taxonomic rank of the microorganism, like <code>"species"</code> or <code>"genus"</code></p></li>
@ -234,7 +234,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/microorganisms.old.html
+++ b/reference/microorganisms.old.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 14,338 observations and 4 variables:</p><ul><li><p><code>fullname</code><br> Old full taxonomic name of the microorganism</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 14,338 observations and 4 variables:</p><ul><li><p><code>fullname</code><br> Old full taxonomic name of the microorganism</p></li>
 <li><p><code>fullname_new</code><br> New full taxonomic name of the microorganism</p></li>
 <li><p><code>ref</code><br> Author(s) and year of concerning scientific publication</p></li>
 <li><p><code>prevalence</code><br> Prevalence of the microorganism, see <code><a href="as.mo.html">as.mo()</a></code></p></li>
@ -193,7 +193,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/mo_matching_score.html
+++ b/reference/mo_matching_score.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -205,7 +205,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/mo_property.html
+++ b/reference/mo_property.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -551,7 +551,7 @@ This package contains the complete taxonomic tree of almost all microorganisms (
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/mo_source.html
+++ b/reference/mo_source.html
@ -12,7 +12,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -227,7 +227,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/pca.html
+++ b/reference/pca.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -406,7 +406,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/plot-1.png
+++ b/reference/plot-1.png
--- a/reference/plot-2.png
+++ b/reference/plot-2.png
--- a/reference/plot-3.png
+++ b/reference/plot-3.png
--- a/reference/plot-4.png
+++ b/reference/plot-4.png
--- a/reference/plot-5.png
+++ b/reference/plot-5.png
--- a/reference/plot-6.png
+++ b/reference/plot-6.png
--- a/reference/plot-7.png
+++ b/reference/plot-7.png
--- a/reference/plot-8.png
+++ b/reference/plot-8.png
--- a/reference/plot-9.png
+++ b/reference/plot-9.png
--- a/reference/plot.html
+++ b/reference/plot.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -308,10 +308,16 @@
 <span class="r-in"><span><span class="co"># \donttest{</span></span></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_mic_values</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_disk_values</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_rsi_values</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-plt img"><img src="plot-7.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_disk_values</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-plt img"><img src="plot-8.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://ggplot2.tidyverse.org" class="external-link">"ggplot2"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
 <span class="r-in"><span>  <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span><span class="va">some_rsi_values</span><span class="op">)</span></span></span>
 <span class="r-in"><span><span class="op">}</span></span></span>
 <span class="r-plt img"><img src="plot-9.png" alt="" width="700" height="433"></span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
    </div>
@ -324,7 +330,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/proportion.html
+++ b/reference/proportion.html
@ -12,7 +12,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -393,7 +393,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/random.html
+++ b/reference/random.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -178,41 +178,42 @@
    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.005   0.002   0.025   128     1       0.002   0.0625  0.25    8      </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 2       16      &gt;=256   2       0.5     0.01    0.5     16      1      </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 64      2       0.5     0.0625  128     128     &gt;=256   32      0.01   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [10] &lt;=0.001 1       &lt;=0.001 &gt;=256   2       0.5     &gt;=256   0.002   0.5    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 4       0.002   32      8       8       8       &lt;=0.001</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 128     &lt;=0.001 0.01    64      128     16      0.125  </span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 35 28 42 31  7 47 45 37 17 44 17 26 25 47 40 22 10 32 36 50 50 24 46 40 10</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 17 44  7 48 45 20 42 10 37 32 44 27 23 36 11 29 11 21 32 38 19 34 18 10 14</span>
 <span class="r-in"><span><span class="fu">random_rsi</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;rsi&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] R I S R I R R S S S S I S I I R I I I S I I I I R</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] I S R S R I I S I S I R S R I S I R R I S I S I R</span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="co"># \donttest{</span></span></span>
 <span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.01   0.0625 0.25   0.001  8      0.0625 32     8      0.001  1     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.005  0.001  0.002  1      0.5    &gt;=128  0.01   0.002  0.5    0.005 </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 32     &gt;=64   &gt;=64   8      32     0.0625 0.125  0.5    0.25   0.002 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 64     0.001  0.0625 0.125  1      0.0625 0.001  0.5    0.5    32    </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 1      1      0.5    16     0.0625</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.002  8      32     4      8     </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 64 1  8  16 16 16 8  64 16 32 1  64 8  16 2  2  32 32 32 4  32 1  8  2  4 </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] &gt;=16 0.25 4    4    8    8    &gt;=16 0.5  2    0.25 2    1    &gt;=16 2    0.25</span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> [16] 0.25 0.5  1    0.5  0.25 0.25 2    1    1    1   </span>
 <span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-4</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;mic&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 0.0625 1      4      2      1      0.0625 0.025  0.025  0.125  2     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 4      0.0625 4      1      16     8      4      1      1      1     </span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 4      0.025  0.25   0.25   0.025  0.25   1      2      0.25   0.5   </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.5    2      1      2      1      4      0.5    1      2      0.0625</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 4      1      1      0.025  4     </span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.125  1      0.0625 16     0.125 </span>
 <span class="r-in"><span></span></span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 8-50</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1]  8 24 37 27 23 31 14  9 18 27 42 22 44 41 22 24 22 42 25 49 27 30 30  8 46</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 14 20 12 27 44 48 50 12 30 17 17 41 35 27 46 44 39  9 46 40 14 47 32 23 27</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 11-17</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 12 13 14 12 12 13 14 12 16 13 14 15 11 16 17 12 12 17 11 13 15 11 13 17 16</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 15 12 16 16 16 12 12 16 12 14 14 11 17 13 13 17 12 16 15 15 13 11 14 16 17</span>
 <span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 12-27</span></span></span>
 <span class="r-out co"><span class="r-pr">#&gt;</span> Class &lt;disk&gt;</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 24 26 22 26 25 20 24 22 26 20 19 20 27 19 15 15 17 15 22 27 18 15 27 16 25</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span>  [1] 23 15 25 24 25 27 22 23 18 24 17 18 19 25 25 15 23 15 25 19 25 26 23 26 23</span>
 <span class="r-in"><span><span class="co"># }</span></span></span>
 </code></pre></div>
    </div>
@ -225,7 +226,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/resistance_predict.html
+++ b/reference/resistance_predict.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -364,7 +364,7 @@ A microorganism is categorised as <em>Susceptible, Increased exposure</em> when
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/rsi_translation.html
+++ b/reference/rsi_translation.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -138,7 +138,7 @@
    <div class="section level2">
    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    <p>A [tibble<a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a> with 20,369 observations and 11 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
+    <p>A <a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble</a> with 20,369 observations and 11 variables:</p><ul><li><p><code>guideline</code><br> Name of the guideline</p></li>
 <li><p><code>method</code><br> Either "DISK" or "MIC"</p></li>
 <li><p><code>site</code><br> Body site, e.g. "Oral" or "Respiratory"</p></li>
 <li><p><code>mo</code><br> Microbial ID, see <code><a href="as.mo.html">as.mo()</a></code></p></li>
@ -189,7 +189,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/skewness.html
+++ b/reference/skewness.html
@ -12,7 +12,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -166,7 +166,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
    <div class="section level2">
    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">skewness</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">1000</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.001278582</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.0004346661</span>
 </code></pre></div>
    </div>
  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
@ -178,7 +178,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/reference/translate.html
+++ b/reference/translate.html
@ -10,7 +10,7 @@
    <a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9045</small>
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.1.9046</small>
    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -212,7 +212,7 @@
 </div>
 <div class="pkgdown-footer-right">
-  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.png" style="max-width: 200px;"></a></p>
+  <p></p><p><a target="_blank" href="https://www.rug.nl" class="external-link"><img src="https://github.com/msberends/AMR/raw/main/pkgdown/logos/logo_rug.svg" style="max-width: 200px;"></a></p>
 </div>
    </footer></div>
--- a/search.json
+++ b/search.json