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Especially the scale_*_mic() functions are relevant wrappers to plot MIC values for ggplot2. They allows custom MIC ranges and to plot intermediate log2 levels for missing MIC values."><title>Plotting for Classes sir, mic and disk — plot • AMR (for R)</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><link href="../deps/Lato-0.4.9/font.css" rel="stylesheet"><link href="../deps/Fira_Code-0.4.9/font.css" rel="stylesheet"><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.11/clipboard.min.js" integrity="sha512-7O5pXpc0oCRrxk8RUfDYFgn0nO1t+jLuIOQdOMRp4APB7uZ4vSjspzp5y6YDtDs4VzUSTbWzBFZ/LKJhnyFOKw==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plotting for Classes sir, mic and disk — plot"><meta property="og:description" content="Functions to plot classes sir, mic and disk, with support for base R and ggplot2.
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<img src="../logo.svg" class="logo" alt=""><h1>Plotting for Classes <code>sir</code>, <code>mic</code> and <code>disk</code></h1>
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/plot.R" class="external-link"><code>R/plot.R</code></a></small>
<div class="d-none name"><code>plot.Rd</code></div>
</div>
<div class="ref-description section level2">
<p>Functions to plot classes <code>sir</code>, <code>mic</code> and <code>disk</code>, with support for base <span style="R">R</span> and <code>ggplot2</code>.</p>
<p>Especially the <code>scale_*_mic()</code> functions are relevant wrappers to plot MIC values for <code>ggplot2</code>. They allows custom MIC ranges and to plot intermediate log2 levels for missing MIC values.</p>
</div>
<div class="section level2">
<h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">scale_x_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"edges"</span>, mic_range <span class="op">=</span> <span class="cn">NULL</span>, drop <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">scale_y_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"edges"</span>, mic_range <span class="op">=</span> <span class="cn">NULL</span>, drop <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">scale_colour_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"edges"</span>, mic_range <span class="op">=</span> <span class="cn">NULL</span>, drop <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="fu">scale_fill_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"edges"</span>, mic_range <span class="op">=</span> <span class="cn">NULL</span>, drop <span class="op">=</span> <span class="cn">FALSE</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for mic</span></span>
<span><span class="fu">plot</span><span class="op">(</span></span>
<span> <span class="va">x</span>,</span>
<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> ab <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
<span> main <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Frequency"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Minimum Inhibitory Concentration (mg/L)"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> colours_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#3CAEA3"</span>, <span class="st">"#F6D55C"</span>, <span class="st">"#ED553B"</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> expand <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> include_PKPD <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
<span> breakpoint_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for mic</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span></span>
<span> <span class="va">object</span>,</span>
<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> ab <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">object</span><span class="op">)</span><span class="op">)</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Frequency"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Minimum Inhibitory Concentration (mg/L)"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> colours_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#3CAEA3"</span>, <span class="st">"#F6D55C"</span>, <span class="st">"#ED553B"</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> expand <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> include_PKPD <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
<span> breakpoint_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for mic</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/fortify.html" class="external-link">fortify</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for disk</span></span>
<span><span class="fu">plot</span><span class="op">(</span></span>
<span> <span class="va">x</span>,</span>
<span> main <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Frequency"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Disk diffusion diameter (mm)"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> ab <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
<span> colours_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#3CAEA3"</span>, <span class="st">"#F6D55C"</span>, <span class="st">"#ED553B"</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> expand <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> include_PKPD <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
<span> breakpoint_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for disk</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span></span>
<span> <span class="va">object</span>,</span>
<span> mo <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> ab <span class="op">=</span> <span class="cn">NULL</span>,</span>
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">object</span><span class="op">)</span><span class="op">)</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Frequency"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Disk diffusion diameter (mm)"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> guideline <span class="op">=</span> <span class="st">"EUCAST"</span>,</span>
<span> colours_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#3CAEA3"</span>, <span class="st">"#F6D55C"</span>, <span class="st">"#ED553B"</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> expand <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> include_PKPD <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_include_PKPD"</span>, <span class="cn">TRUE</span><span class="op">)</span>,</span>
<span> breakpoint_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/options.html" class="external-link">getOption</a></span><span class="op">(</span><span class="st">"AMR_breakpoint_type"</span>, <span class="st">"human"</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for disk</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/fortify.html" class="external-link">fortify</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for sir</span></span>
<span><span class="fu">plot</span><span class="op">(</span></span>
<span> <span class="va">x</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Percentage"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Antimicrobial Interpretation"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> main <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">x</span><span class="op">)</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for sir</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot</a></span><span class="op">(</span></span>
<span> <span class="va">object</span>,</span>
<span> title <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/deparse.html" class="external-link">deparse</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/substitute.html" class="external-link">substitute</a></span><span class="op">(</span><span class="va">object</span><span class="op">)</span><span class="op">)</span>,</span>
<span> xlab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Antimicrobial Interpretation"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> ylab <span class="op">=</span> <span class="fu"><a href="translate.html">translate_AMR</a></span><span class="op">(</span><span class="st">"Frequency"</span>, language <span class="op">=</span> <span class="va">language</span><span class="op">)</span>,</span>
<span> colours_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"#3CAEA3"</span>, <span class="st">"#F6D55C"</span>, <span class="st">"#ED553B"</span><span class="op">)</span>,</span>
<span> language <span class="op">=</span> <span class="fu"><a href="translate.html">get_AMR_locale</a></span><span class="op">(</span><span class="op">)</span>,</span>
<span> <span class="va">...</span></span>
<span><span class="op">)</span></span>
<span></span>
<span><span class="co"># S3 method for sir</span></span>
<span><span class="fu"><a href="https://ggplot2.tidyverse.org/reference/fortify.html" class="external-link">fortify</a></span><span class="op">(</span><span class="va">object</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
<dl><dt>keep_operators</dt>
<dd><p>a <a href="https://rdrr.io/r/base/character.html" class="external-link">character</a> specifying how to handle operators (such as <code>&gt;</code> and <code>&lt;=</code>) in the input. Accepts one of three values: <code>"all"</code> (or <code>TRUE</code>) to keep all operators, <code>"none"</code> (or <code>FALSE</code>) to remove all operators, or <code>"edges"</code> to keep operators only at both ends of the range.</p></dd>
<dt>mic_range</dt>
<dd><p>a manual range to limit the MIC values, e.g., <code>mic_range = c(0.001, 32)</code>. Use <code>NA</code> to set no limit on one side, e.g., <code>mic_range = c(NA, 32)</code>.</p></dd>
<dt>drop</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to remove intermediate MIC values, defaults to <code>FALSE</code></p></dd>
<dt>...</dt>
<dd><p>arguments passed on to methods</p></dd>
<dt>x, object</dt>
<dd><p>values created with <code><a href="as.mic.html">as.mic()</a></code>, <code><a href="as.disk.html">as.disk()</a></code> or <code><a href="as.sir.html">as.sir()</a></code> (or their <code>random_*</code> variants, such as <code><a href="random.html">random_mic()</a></code>)</p></dd>
<dt>mo</dt>
<dd><p>any (vector of) text that can be coerced to a valid microorganism code with <code><a href="as.mo.html">as.mo()</a></code></p></dd>
<dt>ab</dt>
<dd><p>any (vector of) text that can be coerced to a valid antimicrobial drug code with <code><a href="as.ab.html">as.ab()</a></code></p></dd>
<dt>guideline</dt>
<dd><p>interpretation guideline to use - the default is the latest included EUCAST guideline, see <em>Details</em></p></dd>
<dt>main, title</dt>
<dd><p>title of the plot</p></dd>
<dt>xlab, ylab</dt>
<dd><p>axis title</p></dd>
<dt>colours_SIR</dt>
<dd><p>colours to use for filling in the bars, must be a vector of three values (in the order S, I and R). The default colours are colour-blind friendly.</p></dd>
<dt>language</dt>
<dd><p>language to be used to translate 'Susceptible', 'Increased exposure'/'Intermediate' and 'Resistant' - the default is system language (see <code><a href="translate.html">get_AMR_locale()</a></code>) and can be overwritten by setting the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_locale</a></code>, e.g. <code>options(AMR_locale = "de")</code>, see <a href="translate.html">translate</a>. Use <code>language = NULL</code> or <code>language = ""</code> to prevent translation.</p></dd>
<dt>expand</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether the range on the x axis should be expanded between the lowest and highest value. For MIC values, intermediate values will be factors of 2 starting from the highest MIC value. For disk diameters, the whole diameter range will be filled.</p></dd>
<dt>include_PKPD</dt>
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate that PK/PD clinical breakpoints must be applied as a last resort - the default is <code>TRUE</code>. Can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_include_PKPD</a></code>.</p></dd>
<dt>breakpoint_type</dt>
<dd><p>the type of breakpoints to use, either "ECOFF", "animal", or "human". ECOFF stands for Epidemiological Cut-Off values. The default is <code>"human"</code>, which can also be set with the <a href="AMR-options.html">package option</a> <code><a href="AMR-options.html">AMR_breakpoint_type</a></code>. If <code>host</code> is set to values of veterinary species, this will automatically be set to <code>"animal"</code>.</p></dd>
</dl></div>
<div class="section level2">
<h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
<p>The <code><a href="https://ggplot2.tidyverse.org/reference/autoplot.html" class="external-link">autoplot()</a></code> functions return a <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></code> model that is extendible with any <code>ggplot2</code> function.</p>
<p>The <code><a href="https://ggplot2.tidyverse.org/reference/fortify.html" class="external-link">fortify()</a></code> functions return a <a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a> as an extension for usage in the <code><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot2::ggplot()</a></code> function.</p>
</div>
<div class="section level2">
<h2 id="details">Details<a class="anchor" aria-label="anchor" href="#details"></a></h2>
<p>The interpretation of "I" will be named "Increased exposure" for all EUCAST guidelines since 2019, and will be named "Intermediate" in all other cases.</p>
<p>For interpreting MIC values as well as disk diffusion diameters, supported guidelines to be used as input for the <code>guideline</code> argument are: "EUCAST 2023", "EUCAST 2022", "EUCAST 2021", "EUCAST 2020", "EUCAST 2019", "EUCAST 2018", "EUCAST 2017", "EUCAST 2016", "EUCAST 2015", "EUCAST 2014", "EUCAST 2013", "EUCAST 2012", "EUCAST 2011", "CLSI 2023", "CLSI 2022", "CLSI 2021", "CLSI 2020", "CLSI 2019", "CLSI 2018", "CLSI 2017", "CLSI 2016", "CLSI 2015", "CLSI 2014", "CLSI 2013", "CLSI 2012", and "CLSI 2011".</p>
<p>Simply using <code>"CLSI"</code> or <code>"EUCAST"</code> as input will automatically select the latest version of that guideline.</p>
</div>
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">some_mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="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="r-in"><span><span class="va">some_disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="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">"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="va">some_sir_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_sir</a></span><span class="op">(</span><span class="fl">50</span>, prob_SIR <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.55</span>, <span class="fl">0.05</span>, <span class="fl">0.30</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">plot</span><span class="op">(</span><span class="va">some_mic_values</span><span class="op">)</span></span></span>
<span class="r-plt img"><img src="plot-1.png" alt="" width="700" height="433"></span>
<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_disk_values</span><span class="op">)</span></span></span>
<span class="r-plt img"><img src="plot-2.png" alt="" width="700" height="433"></span>
<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_sir_values</span><span class="op">)</span></span></span>
<span class="r-plt img"><img src="plot-3.png" alt="" width="700" height="433"></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># when providing the microorganism and antibiotic, colours will show interpretations:</span></span></span>
<span class="r-in"><span><span class="fu">plot</span><span class="op">(</span><span class="va">some_mic_values</span>, mo <span class="op">=</span> <span class="st">"S. aureus"</span>, ab <span class="op">=</span> <span class="st">"ampicillin"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in data.frame(values = x, mo = mo, ab = ab, result = NA_sir_, uti = uti, host = host, stringsAsFactors = FALSE):</span> arguments imply differing number of rows: 23, 1</span>
<span class="r-in"><span><span class="fu">plot</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-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in data.frame(values = x, mo = mo, ab = ab, result = NA_sir_, uti = uti, host = host, stringsAsFactors = FALSE):</span> arguments imply differing number of rows: 15, 1</span>
<span class="r-in"><span><span class="fu">plot</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>, language <span class="op">=</span> <span class="st">"nl"</span><span class="op">)</span></span></span>
<span class="r-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in data.frame(values = x, mo = mo, ab = ab, result = NA_sir_, uti = uti, host = host, stringsAsFactors = FALSE):</span> arguments imply differing number of rows: 15, 1</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># Plotting using scale_x_mic()</span></span></span>
<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="va">mic_plot</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/ggplot.html" class="external-link">ggplot</a></span><span class="op">(</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>mics <span class="op">=</span> <span class="fu"><a href="as.mic.html">as.mic</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0.125</span>, <span class="st">"&lt;=4"</span>, <span class="fl">4</span>, <span class="fl">8</span>, <span class="fl">32</span>, <span class="st">"&gt;=32"</span><span class="op">)</span><span class="op">)</span>,</span></span>
<span class="r-in"><span> counts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">2</span>, <span class="fl">3</span>, <span class="fl">3</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/aes.html" class="external-link">aes</a></span><span class="op">(</span><span class="va">mics</span>, <span class="va">counts</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/geom_bar.html" class="external-link">geom_col</a></span><span class="op">(</span><span class="op">)</span></span></span>
<span class="r-in"><span> <span class="va">mic_plot</span> <span class="op">+</span></span></span>
<span class="r-in"><span> <span class="fu"><a href="https://ggplot2.tidyverse.org/reference/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"without scale_x_mic()"</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-4.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="va">mic_plot</span> <span class="op">+</span></span></span>
<span class="r-in"><span> <span class="fu">scale_x_mic</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/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic()"</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-5.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="va">mic_plot</span> <span class="op">+</span></span></span>
<span class="r-in"><span> <span class="fu">scale_x_mic</span><span class="op">(</span>keep_operators <span class="op">=</span> <span class="st">"all"</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/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic() keeping all operators"</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-6.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="va">mic_plot</span> <span class="op">+</span></span></span>
<span class="r-in"><span> <span class="fu">scale_x_mic</span><span class="op">(</span>mic_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">128</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/labs.html" class="external-link">labs</a></span><span class="op">(</span>title <span class="op">=</span> <span class="st">"with scale_x_mic() using a manual range"</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></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="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_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-err co"><span class="r-pr">#&gt;</span> <span class="error">Error in data.frame(values = x, mo = mo, ab = ab, result = NA_sir_, uti = uti, host = host, stringsAsFactors = FALSE):</span> arguments imply differing number of rows: 15, 1</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_sir_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>
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