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<script src="extra.js"></script><meta property="og:title" content="Antimicrobial Resistance Data Analysis">
<meta name="description" content="Functions to simplify and standardise antimicrobial resistance (AMR) data analysis and to work with microbial and antimicrobial properties by using evidence-based methods, as described in &lt;doi:10.18637/jss.v104.i03&gt;.">
<meta property="og:description" content="Functions to simplify and standardise antimicrobial resistance (AMR) data analysis and to work with microbial and antimicrobial properties by using evidence-based methods, as described in &lt;doi:10.18637/jss.v104.i03&gt;.">
<meta property="og:image" content="https://msberends.github.io/AMR/logo.svg">
<meta property="og:image" content="https://amr-for-r.org/logo.svg">
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.css" integrity="sha384-nB0miv6/jRmo5UMMR1wu3Gz6NLsoTkbqJghGIsx//Rlm+ZU03BU6SQNC66uf4l5+" crossorigin="anonymous">
<script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.js" integrity="sha384-7zkQWkzuo3B5mTepMUcHkMB5jZaolc2xDwL6VFqjFALcbeS9Ggm/Yr2r3Dy4lfFg" crossorigin="anonymous"></script><script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/contrib/auto-render.min.js" integrity="sha384-43gviWU0YVjaDtb/GhzOouOXtZMP/7XUzwPTstBeZFe/+rCMvRwr4yROQP43s0Xk" crossorigin="anonymous" onload="renderMathInElement(document.body);"></script>
</head>
@ -34,7 +34,7 @@
<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="">2.1.1.9234</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">2.1.1.9235</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">
@ -101,7 +101,7 @@
</blockquote>
<div style="display: flex; font-size: 0.8em;">
<p style="text-align:left; width: 50%;">
<small><a href="https://msberends.github.io/AMR/">https://msberends.github.io/AMR</a></small>
<small><a href="https://amr-for-r.org/">https://amr-for-r.org</a></small>
</p>
<p style="text-align:right; width: 50%;">
<small><a href="https://doi.org/10.18637/jss.v104.i03" target="_blank" class="external-link">https://doi.org/10.18637/jss.v104.i03</a></small>
@ -129,10 +129,10 @@
<div class="section level4">
<h4 id="filtering-and-selecting-data">Filtering and selecting data<a class="anchor" aria-label="anchor" href="#filtering-and-selecting-data"></a>
</h4>
<p>One of the most powerful functions of this package, aside from calculating and plotting AMR, is selecting and filtering based on antimicrobial columns. This can be done using the so-called <a href="https://msberends.github.io/AMR/reference/antimicrobial_selectors.html">antimicrobial selectors</a>, which work in base R, <code>dplyr</code> and <code>data.table</code>.</p>
<p>One of the most powerful functions of this package, aside from calculating and plotting AMR, is selecting and filtering based on antimicrobial columns. This can be done using the so-called <a href="https://amr-for-r.org/reference/antimicrobial_selectors.html">antimicrobial selectors</a>, which work in base R, <code>dplyr</code> and <code>data.table</code>.</p>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># AMR works great with dplyr, but it's not required or neccesary</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://www.amr-for-r.org/" class="external-link">AMR</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span>
<span></span>
<span><span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
@ -441,7 +441,7 @@
<p>The <code>AMR</code> package allows interpretation of MIC and disk diffusion values based on CLSI and EUCAST. Moreover, the <code>ggplot2</code> package is extended with new scale functions, to allow plotting of log2-distributed MIC values and SIR values.</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://ggplot2.tidyverse.org" class="external-link">ggplot2</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://www.amr-for-r.org/" class="external-link">AMR</a></span><span class="op">)</span></span>
<span></span>
<span><span class="co"># generate some random values</span></span>
<span><span class="va">some_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>
@ -513,9 +513,9 @@
</tr>
</tbody>
</table>
<p>Or use <a href="https://msberends.github.io/AMR/reference/antimicrobial_selectors.html">antimicrobial selectors</a> to select a series of antibiotic columns:</p>
<p>Or use <a href="https://amr-for-r.org/reference/antimicrobial_selectors.html">antimicrobial selectors</a> to select a series of antibiotic columns:</p>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://msberends.github.io/AMR/">AMR</a></span><span class="op">)</span></span>
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://www.amr-for-r.org/" class="external-link">AMR</a></span><span class="op">)</span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://dplyr.tidyverse.org" class="external-link">dplyr</a></span><span class="op">)</span></span>
<span></span>
<span><span class="va">out</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
@ -698,15 +698,15 @@
</h4>
<p><a href="https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml" class="external-link"><img src="https://github.com/msberends/AMR/actions/workflows/check-old-tinytest.yaml/badge.svg?branch=main" alt="check-old"></a> <a href="https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml" class="external-link"><img src="https://github.com/msberends/AMR/actions/workflows/check-current-testthat.yaml/badge.svg?branch=main" alt="check-recent"></a> <a href="https://www.codefactor.io/repository/github/msberends/amr" class="external-link"><img src="https://www.codefactor.io/repository/github/msberends/amr/badge" alt="CodeFactor"></a> <a href="https://codecov.io/gh/msberends/AMR?branch=main" class="external-link"><img src="https://codecov.io/gh/msberends/AMR/branch/main/graph/badge.svg" alt="Codecov"></a></p>
<p>Please read our <a href="https://github.com/msberends/AMR/wiki/Developer-Guideline" class="external-link">Developer Guideline here</a>.</p>
<p>The latest and unpublished development version can be installed from the <a href="https://msberends.r-universe.dev/AMR" class="external-link">rOpenSci R-universe platform</a>:</p>
<p>To install the latest and unpublished development version:</p>
<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"AMR"</span>, repos <span class="op">=</span> <span class="st">"https://msberends.r-universe.dev"</span><span class="op">)</span></span></code></pre></div>
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"AMR"</span>, repos <span class="op">=</span> <span class="st">"beta.amr-for-r.org"</span><span class="op">)</span></span></code></pre></div>
</div>
</div>
<div class="section level3">
<h3 id="get-started">Get started<a class="anchor" aria-label="anchor" href="#get-started"></a>
</h3>
<p>To find out how to conduct AMR data analysis, please <a href="./articles/AMR.html">continue reading here to get started</a> or click a link in the <a href="https://msberends.github.io/AMR/articles/">‘How to’ menu</a>.</p>
<p>To find out how to conduct AMR data analysis, please <a href="./articles/AMR.html">continue reading here to get started</a> or click a link in the <a href="https://amr-for-r.org/articles/">‘How to’ menu</a>.</p>
</div>
<div class="section level3">
<h3 id="partners">Partners<a class="anchor" aria-label="anchor" href="#partners"></a>