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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</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">
@ -325,69 +325,69 @@
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2017-08-15</td>
<td align="center">V8</td>
<td align="center">Hospital C</td>
<td align="center">Streptococcus pneumoniae</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2013-01-31</td>
<td align="center">L3</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">2012-03-22</td>
<td align="center">Y6</td>
<td align="center">2012-05-04</td>
<td align="center">P4</td>
<td align="center">Hospital D</td>
<td align="center">Escherichia coli</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2012-02-11</td>
<td align="center">I1</td>
<td align="center">Hospital C</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">2014-03-03</td>
<td align="center">N3</td>
<td align="center">Hospital A</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">S</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2016-09-06</td>
<td align="center">M1</td>
<td align="center">Hospital A</td>
<td align="center">Klebsiella 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">M</td>
</tr>
<tr class="odd">
<td align="center">2012-09-29</td>
<td align="center">F5</td>
<tr class="even">
<td align="center">2014-01-03</td>
<td align="center">T9</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">F</td>
</tr>
<tr class="odd">
<td align="center">2013-12-05</td>
<td align="center">T7</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">F</td>
</tr>
<tr class="even">
<td align="center">2017-03-01</td>
<td align="center">H10</td>
<td align="center">2017-01-24</td>
<td align="center">A5</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">M</td>
</tr>
</tbody>
@ -422,16 +422,16 @@ Longest: 1</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">M</td>
<td align="right">10,361</td>
<td align="right">51.81%</td>
<td align="right">10,361</td>
<td align="right">51.81%</td>
<td align="right">10,425</td>
<td align="right">52.13%</td>
<td align="right">10,425</td>
<td align="right">52.13%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">F</td>
<td align="right">9,639</td>
<td align="right">48.20%</td>
<td align="right">9,575</td>
<td align="right">47.88%</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 10,672 'phenotype-based' first isolates (53.4% of total where a</span></span>
<span><span class="co"># =&gt; Found 10,700 'phenotype-based' first isolates (53.5% of total where a</span></span>
<span><span class="co"># microbial ID was available)</span></span></code></pre></div>
<p>So only 53.4% is suitable for resistance analysis! We can now filter on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the <code>dplyr</code> package:</p>
<p>So only 53.5% 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 10,672 isolates for analysis. Now our data looks like:</p>
<p>So we end up with 10,700 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">
@ -537,26 +537,10 @@ Longest: 1</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">1</td>
<td align="center">2017-08-15</td>
<td align="center">V8</td>
<td align="center">Hospital C</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">3</td>
<td align="center">2012-03-22</td>
<td align="center">Y6</td>
<td align="center">Hospital D</td>
<td align="left">5</td>
<td align="center">2013-12-05</td>
<td align="center">T7</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
@ -568,11 +552,59 @@ Longest: 1</p>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">6</td>
<td align="center">2017-01-24</td>
<td align="center">A5</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">7</td>
<td align="center">2011-12-23</td>
<td align="center">B5</td>
<td align="center">Hospital A</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">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="left">8</td>
<td align="center">2012-06-13</td>
<td align="center">C3</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">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">9</td>
<td align="center">2013-06-02</td>
<td align="center">G6</td>
<td align="center">Hospital B</td>
<td align="center">2017-04-10</td>
<td align="center">C3</td>
<td align="center">Hospital C</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
@ -586,43 +618,11 @@ Longest: 1</p>
</tr>
<tr class="even">
<td align="left">10</td>
<td align="center">2014-03-13</td>
<td align="center">C9</td>
<td align="center">Hospital B</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">11</td>
<td align="center">2016-12-02</td>
<td align="center">S9</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">13</td>
<td align="center">2017-06-05</td>
<td align="center">U8</td>
<td align="center">2013-09-19</td>
<td align="center">R2</td>
<td align="center">Hospital A</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
@ -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: 10,672<br>
Available: 10,672 (100.0%, NA: 0 = 0.0%)<br>
Length: 10,700<br>
Available: 10,700 (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">4,684</td>
<td align="right">43.89%</td>
<td align="right">4,684</td>
<td align="right">43.89%</td>
<td align="right">4,656</td>
<td align="right">43.51%</td>
<td align="right">4,656</td>
<td align="right">43.51%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Staphylococcus aureus</td>
<td align="right">2,763</td>
<td align="right">25.89%</td>
<td align="right">7,447</td>
<td align="right">69.78%</td>
<td align="right">2,775</td>
<td align="right">25.93%</td>
<td align="right">7,431</td>
<td align="right">69.45%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Streptococcus pneumoniae</td>
<td align="right">2,092</td>
<td align="right">2,097</td>
<td align="right">19.60%</td>
<td align="right">9,539</td>
<td align="right">89.38%</td>
<td align="right">9,528</td>
<td align="right">89.05%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Klebsiella pneumoniae</td>
<td align="right">1,133</td>
<td align="right">10.62%</td>
<td align="right">10,672</td>
<td align="right">1,172</td>
<td align="right">10.95%</td>
<td align="right">10,700</td>
<td align="right">100.00%</td>
</tr>
</tbody>
@ -744,72 +744,12 @@ Longest: 24</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2017-08-15</td>
<td align="center">V8</td>
<td align="center">Hospital C</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2010-05-16</td>
<td align="center">G10</td>
<td align="center">Hospital D</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">2017-11-18</td>
<td align="center">Z3</td>
<td align="center">Hospital C</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">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">2010-06-25</td>
<td align="center">W9</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="odd">
<td align="center">2014-12-03</td>
<td align="center">A1</td>
<td align="center">2017-01-24</td>
<td align="center">A5</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_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">R</td>
<td align="center">M</td>
@ -819,18 +759,78 @@ Longest: 24</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2014-11-26</td>
<td align="center">A3</td>
<td align="center">2011-12-23</td>
<td align="center">B5</td>
<td align="center">Hospital A</td>
<td align="center">B_KLBSL_PNMN</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="center">2016-03-01</td>
<td align="center">W9</td>
<td align="center">Hospital B</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">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2011-10-21</td>
<td align="center">M6</td>
<td align="center">Hospital A</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2017-09-13</td>
<td align="center">D7</td>
<td align="center">Hospital D</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2011-06-26</td>
<td align="center">L7</td>
<td align="center">Hospital C</td>
<td align="center">B_ESCHR_COLI</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-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
</tbody>
@ -854,50 +854,50 @@ Longest: 24</p>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">AMX</td>
<td align="center">2201</td>
<td align="center">138</td>
<td align="center">2345</td>
<td align="center">4684</td>
<td align="center">2196</td>
<td align="center">122</td>
<td align="center">2338</td>
<td align="center">4656</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">AMC</td>
<td align="center">3471</td>
<td align="center">156</td>
<td align="center">1057</td>
<td align="center">4684</td>
<td align="center">3393</td>
<td align="center">163</td>
<td align="center">1100</td>
<td align="center">4656</td>
</tr>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">CIP</td>
<td align="center">3422</td>
<td align="center">3421</td>
<td align="center">0</td>
<td align="center">1262</td>
<td align="center">4684</td>
<td align="center">1235</td>
<td align="center">4656</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">4073</td>
<td align="center">4068</td>
<td align="center">0</td>
<td align="center">611</td>
<td align="center">4684</td>
<td align="center">588</td>
<td align="center">4656</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">1133</td>
<td align="center">1133</td>
<td align="center">1172</td>
<td align="center">1172</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">AMC</td>
<td align="center">898</td>
<td align="center">43</td>
<td align="center">192</td>
<td align="center">1133</td>
<td align="center">905</td>
<td align="center">39</td>
<td align="center">228</td>
<td align="center">1172</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">4073</td>
<td align="center">4068</td>
<td align="center">0</td>
<td align="center">611</td>
<td align="center">4684</td>
<td align="center">588</td>
<td align="center">4656</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">1009</td>
<td align="center">1068</td>
<td align="center">0</td>
<td align="center">124</td>
<td align="center">1133</td>
<td align="center">104</td>
<td align="center">1172</td>
</tr>
<tr class="odd">
<td align="center">S. aureus</td>
<td align="center">GEN</td>
<td align="center">2462</td>
<td align="center">2464</td>
<td align="center">0</td>
<td align="center">301</td>
<td align="center">2763</td>
<td align="center">311</td>
<td align="center">2775</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">2092</td>
<td align="center">2092</td>
<td align="center">2097</td>
<td align="center">2097</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] 0.5403861</span></span></code></pre></div>
<span><span class="co"># [1] 0.5437383</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">0.5367144</td>
<td align="center">0.5490758</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5420436</td>
<td align="center">0.5407427</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5339252</td>
<td align="center">0.5584975</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5478097</td>
<td align="center">0.5302961</td>
</tr>
</tbody>
</table>
@ -1008,23 +1008,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5367144</td>
<td align="center">3214</td>
<td align="center">0.5490758</td>
<td align="center">3138</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5420436</td>
<td align="center">3758</td>
<td align="center">0.5407427</td>
<td align="center">3743</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5339252</td>
<td align="center">1577</td>
<td align="center">0.5584975</td>
<td align="center">1624</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5478097</td>
<td align="center">2123</td>
<td align="center">0.5302961</td>
<td align="center">2195</td>
</tr>
</tbody>
</table>
@ -1047,27 +1047,27 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="center">Escherichia</td>
<td align="center">0.7743382</td>
<td align="center">0.8695559</td>
<td align="center">0.9739539</td>
<td align="center">0.7637457</td>
<td align="center">0.8737113</td>
<td align="center">0.9755155</td>
</tr>
<tr class="even">
<td align="center">Klebsiella</td>
<td align="center">0.8305384</td>
<td align="center">0.8905560</td>
<td align="center">0.9841130</td>
<td align="center">0.8054608</td>
<td align="center">0.9112628</td>
<td align="center">0.9778157</td>
</tr>
<tr class="odd">
<td align="center">Staphylococcus</td>
<td align="center">0.7853782</td>
<td align="center">0.8910604</td>
<td align="center">0.9768368</td>
<td align="center">0.7895495</td>
<td align="center">0.8879279</td>
<td align="center">0.9819820</td>
</tr>
<tr class="even">
<td align="center">Streptococcus</td>
<td align="center">0.5363289</td>
<td align="center">0.5398188</td>
<td align="center">0.0000000</td>
<td align="center">0.5363289</td>
<td align="center">0.5398188</td>
</tr>
</tbody>
</table>
@ -1092,23 +1092,23 @@ Longest: 24</p>
<tbody>
<tr class="odd">
<td align="left">Hospital A</td>
<td align="right">53.7%</td>
<td align="right">26.5%</td>
<td align="right">54.9%</td>
<td align="right">26.7%</td>
</tr>
<tr class="even">
<td align="left">Hospital B</td>
<td align="right">54.2%</td>
<td align="right">26.3%</td>
<td align="right">54.1%</td>
<td align="right">27.4%</td>
</tr>
<tr class="odd">
<td align="left">Hospital C</td>
<td align="right">53.4%</td>
<td align="right">25.1%</td>
<td align="right">55.8%</td>
<td align="right">27.2%</td>
</tr>
<tr class="even">
<td align="left">Hospital D</td>
<td align="right">54.8%</td>
<td align="right">27.1%</td>
<td align="right">53.0%</td>
<td align="right">26.1%</td>
</tr>
</tbody>
</table>
@ -1206,16 +1206,16 @@ 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] 0.125 64 256 0.005 0.001 0.025 2 256 16 256 </span></span>
<span><span class="co"># [11] 0.002 0.25 0.002 4 64 256 16 0.01 0.025 0.025 </span></span>
<span><span class="co"># [21] 8 8 4 0.005 32 1 0.0625 0.125 0.125 0.025 </span></span>
<span><span class="co"># [31] 4 0.025 0.005 16 0.001 256 8 0.002 0.0625 0.0625</span></span>
<span><span class="co"># [41] 256 0.25 4 0.005 0.5 16 64 0.002 0.125 4 </span></span>
<span><span class="co"># [51] 128 32 8 0.125 0.005 128 0.01 0.5 128 0.025 </span></span>
<span><span class="co"># [61] 0.125 0.002 64 0.005 0.001 0.01 64 0.01 0.01 16 </span></span>
<span><span class="co"># [71] 32 64 16 1 64 0.002 8 0.0625 0.125 0.01 </span></span>
<span><span class="co"># [81] 32 2 0.125 8 128 0.005 0.01 0.002 0.5 0.25 </span></span>
<span><span class="co"># [91] 0.01 1 64 0.025 0.25 2 256 0.0625 0.001 0.002</span></span></code></pre></div>
<span><span class="co"># [1] 8 0.001 0.0625 0.025 128 0.005 16 64 &gt;=256 128 </span></span>
<span><span class="co"># [11] 128 0.5 0.005 0.005 &gt;=256 16 0.025 0.01 16 16 </span></span>
<span><span class="co"># [21] 2 32 0.01 &gt;=256 16 4 0.0625 8 128 1 </span></span>
<span><span class="co"># [31] 0.25 &gt;=256 8 64 0.01 32 0.25 32 0.25 8 </span></span>
<span><span class="co"># [41] 0.25 128 16 1 0.5 0.5 0.01 2 64 0.002 </span></span>
<span><span class="co"># [51] &gt;=256 2 0.001 8 0.0625 16 0.025 64 16 0.5 </span></span>
<span><span class="co"># [61] 128 16 0.025 16 8 128 0.001 &gt;=256 2 0.001 </span></span>
<span><span class="co"># [71] 16 1 32 16 16 0.25 0.025 32 0.0625 0.125 </span></span>
<span><span class="co"># [81] 0.25 16 128 0.001 1 0.25 0.001 0.01 8 4 </span></span>
<span><span class="co"># [91] 128 0.025 2 0.005 4 16 16 0.001 0.5 0.001</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>
@ -1242,10 +1242,10 @@ Longest: 24</p>
<code class="sourceCode R"><span><span class="va">disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span>
<span><span class="va">disk_values</span></span>
<span><span class="co"># Class &lt;disk&gt;</span></span>
<span><span class="co"># [1] 26 20 31 29 17 23 21 22 28 21 30 24 28 29 31 26 21 29 27 18 18 24 18 20 26</span></span>
<span><span class="co"># [26] 19 23 21 29 25 25 18 21 22 28 29 30 20 20 23 23 30 23 26 23 30 31 30 29 25</span></span>
<span><span class="co"># [51] 19 25 31 18 30 31 25 27 28 29 27 22 26 29 23 18 24 20 20 17 21 19 21 23 28</span></span>
<span><span class="co"># [76] 21 30 23 31 17 19 17 31 17 29 17 26 17 23 26 27 18 21 24 19 22 20 22 31 18</span></span></code></pre></div>
<span><span class="co"># [1] 30 18 18 30 21 28 31 27 24 20 27 20 27 21 27 17 22 19 28 23 19 25 21 17 21</span></span>
<span><span class="co"># [26] 24 22 27 26 18 22 17 18 21 26 17 17 22 31 24 30 20 28 23 17 29 19 30 22 24</span></span>
<span><span class="co"># [51] 25 22 18 19 30 24 19 26 17 18 17 21 26 18 31 21 24 24 19 30 30 18 27 18 18</span></span>
<span><span class="co"># [76] 25 26 22 31 26 19 17 24 24 22 28 17 26 17 19 30 18 20 18 18 18 27 23 25 30</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>

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2
articles/EUCAST.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</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">

56
articles/MDR.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</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">
@ -314,18 +314,18 @@ 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"># 2 R R S R I R</span></span>
<span><span class="co"># 3 I R S S R S</span></span>
<span><span class="co"># 4 I I S R R S</span></span>
<span><span class="co"># 5 I R I I R I</span></span>
<span><span class="co"># 6 S R I R R R</span></span>
<span><span class="co"># 1 I S S S S S</span></span>
<span><span class="co"># 2 I S S I S I</span></span>
<span><span class="co"># 3 R R S S S S</span></span>
<span><span class="co"># 4 S S S R R R</span></span>
<span><span class="co"># 5 R R R R R S</span></span>
<span><span class="co"># 6 I R I R I R</span></span>
<span><span class="co"># kanamycin</span></span>
<span><span class="co"># 1 R</span></span>
<span><span class="co"># 2 S</span></span>
<span><span class="co"># 3 I</span></span>
<span><span class="co"># 2 R</span></span>
<span><span class="co"># 3 R</span></span>
<span><span class="co"># 4 S</span></span>
<span><span class="co"># 5 R</span></span>
<span><span class="co"># 5 I</span></span>
<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">
@ -357,40 +357,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3199</td>
<td align="right">63.98%</td>
<td align="right">3199</td>
<td align="right">63.98%</td>
<td align="right">3214</td>
<td align="right">64.28%</td>
<td align="right">3214</td>
<td align="right">64.28%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">1012</td>
<td align="right">20.24%</td>
<td align="right">4211</td>
<td align="right">84.22%</td>
<td align="right">967</td>
<td align="right">19.34%</td>
<td align="right">4181</td>
<td align="right">83.62%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">428</td>
<td align="right">8.56%</td>
<td align="right">4639</td>
<td align="right">92.78%</td>
<td align="right">480</td>
<td align="right">9.60%</td>
<td align="right">4661</td>
<td align="right">93.22%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">252</td>
<td align="right">5.04%</td>
<td align="right">4891</td>
<td align="right">97.82%</td>
<td align="right">224</td>
<td align="right">4.48%</td>
<td align="right">4885</td>
<td align="right">97.70%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">109</td>
<td align="right">2.18%</td>
<td align="right">115</td>
<td align="right">2.30%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

2
articles/PCA.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</small>
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2
articles/SPSS.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</small>
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2
articles/WHONET.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</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">

18
articles/datasets.html
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@ -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="">1.8.2.9008</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9011</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">
@ -177,7 +177,7 @@
</h2>
<p>A data set with 48,787 rows and 22 columns, containing the following column names:<br><em>mo</em>, <em>fullname</em>, <em>status</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>source</em>, <em>lpsn</em>, <em>lpsn_parent</em>, <em>lpsn_renamed_to</em>, <em>gbif</em>, <em>gbif_parent</em>, <em>gbif_renamed_to</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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> (1.1 MB)<br>
@ -449,7 +449,7 @@
</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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>
@ -622,7 +622,7 @@
</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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>
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</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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>
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</h2>
<p>A data set with 134,659 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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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>
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</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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>
@ -1302,7 +1302,7 @@
</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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-6">Source<a class="anchor" aria-label="anchor" href="#source-6"></a>
</h3>
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</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 10 October 2022 08:13:13 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 10 October 2022 18:22:37 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-7">Source<a class="anchor" aria-label="anchor" href="#source-7"></a>
</h3>

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